BIO-BASED POLYMERS FOR THE PURIFICATION OF HIGH COMMERCIAL VALUE CHEMICALS EXTRACTED FROM PLANTS, FOOD WASTE, AND NON-FOOD BIOMASS
20240132438 ยท 2024-04-25
Assignee
Inventors
- Yagya Gupta (Newark, DE, US)
- Laura E. Beckett (Ingolstadt, DE, US)
- Sunitha Sadula (Wilmington, DE, US)
- Dionisios G. Vlachos (Newark, DE, US)
- LaShanda T. Korley (Middletown, DE, US)
Cpc classification
C08J11/08
CHEMISTRY; METALLURGY
C08J2333/26
CHEMISTRY; METALLURGY
C08J2339/08
CHEMISTRY; METALLURGY
International classification
Abstract
Disclosed herein is a process for separating phenolic acids, comprising a step a) of contacting a feed containing at least two different phenolic acids (PA) with an extraction solvent to extract the at least two different PAs in a first PA containing liquid. The process also comprises a step b) of contacting the first PA containing liquid with a solid molecular imprinted polymer (MIP), such that the MIP captures a target PA from the at least two different PAs, to thereby form a first PA bound MIP dispersed in a second PA containing liquid, where the second PA containing liquid comprises at least one PA and none or a substantially lesser amount of the target PA originally present in the first PA containing liquid. The process further comprises a step c) of separating the first phenolic acid bound MIP from the second PA containing liquid, and a step d) of separating the target phenolic acid from the first PA bound MIP to obtain a recovered MIP, wherein the recovered MIP is substantially free of the target phenolic acid.
Claims
1. A process for separating phenolic acids, comprising: a) contacting a feed containing at least two different phenolic acids (PAs) with an extraction solvent to extract the at least two different phenolic acids in a first PA containing liquid; b) contacting the first PA containing liquid with a solid molecular imprinted polymer (MIP), such that the MIP captures a target phenolic acid from the at least two different phenolic acids, to thereby form a first phenolic acid bound MIP dispersed in a second PA containing liquid, wherein the second PA containing liquid comprises at least one phenolic acid and none or a substantially lesser amount of the target phenolic acid originally present in the first PA containing liquid; c) separating the first phenolic acid bound MIP from the second PA containing liquid; d) separating the target phenolic acid from the first phenolic acid bound MIP to obtain a recovered MIP, wherein the recovered MIP is substantially free of the target phenolic acid; e) optionally repeating the steps b) to d) to extract remaining phenolic acid(s) of the at least two phenolic acids.
2. The process according to claim 1, wherein the at least two phenolic acids differ from each other in at least one of functional group, aromatic ring substitution, polarity, and hydrogen bonding.
3. The process according to claim 1, wherein the target phenolic acid is chlorogenic acid.
4. The process according to claim 3, wherein the at least two different phenolic acids further comprises one or more of caffeic acid, p-coumaric acid, and ferulic acid.
5. The process according to claim 1, wherein the MIP in a second sequence of steps b) to d) is the recovered MIP.
6. The process according to claim 1, wherein the target phenolic acid has a separation factor of at least 1, wherein the separation factor is calculated as follows:
7. The process according to claim 1, wherein the MIP has a BET surface area in the range of 80 to 250 m.sup.2/g and a BET pore size in the range of 5 to 11 nm.
8. The process according to claim 1, wherein the feed comprises one or more of raw, roasted, or spent coffee beans; potato peels; grapes; honeysuckle; apple; tomato; eggplant; carrot; and leaves from artichoke, E. ulmodies, tea, and tobacco.
9. The process according to claim 1, wherein the target phenolic acid is extracted at a purity of at least 80%.
10. The process according to claim 1, wherein the step of separating the target phenolic acid from the phenolic acid bound MIP comprises using ultrasonic assisted desorption in methanol, ethanol, 2-propanol, and/or tetrahydrofuran.
11. The process according to claim 1 further comprising preparing the MIP, comprising the steps of: (i) providing a polymerizable mixture comprising a pre-polymerization complex of at least one functional monomer and a target phenolic acid in at least one porogenic solvent; (ii) polymerizing the polymerizable mixture in the presence of a cross-linker, and the porogenic solvent to generate the MIP, wherein the target phenolic acid is non-covalently bound to the polymer; (iii) washing the MIP with an extraction solvent to remove the target phenolic acid and to thereby form a MIP comprising molecular sized cavities adapted to selectively capture and bind the target phenolic acid.
12. The process according to claim 11, wherein the step of providing a polymerizable mixture comprises selecting the at least one functional monomer and at least one porogenic solvent based on their respective molecular interactions with the target phenolic acid.
13. The process according to claim 12, wherein the target phenolic acid has a solubility in the at least one porogenic solvent in a mole fraction range of 0.001 to 0.99, based on the total moles of the target phenolic acid and the porogenic solvent.
14. The process according to claim 12, wherein the at least one functional monomer has a solubility in the at least one porogenic solvent in a mole fraction range of 0.01 to 0.99.
15. The process according to claim 12, wherein the at least one porogenic solvent has a dielectric constant in a range of 5 to 50.
16. The process according to claim 12, wherein the at least one functional monomer has the following Hansen Solubility parameters: (i) a dispersion ?D in the range of 15 to 21; (ii) a polarity ?P in the range of 5 to 15; (iii) a hydrogen bond character ?H in the range of 7 to 21; and (iv) a Hansen Solubility Parameters in Practice (HSPiP) distance from the target phenolic acid in the range of 0 to 10.
17. The process according to claim 11, wherein the at least one functional monomer is selected from the group consisting of acrylamide, 4-vinyl pyridine, 2,6-diaminopyridine, itaconic acid, o-phenylenediamine, o-aminophenol, 2-hydroxyethyl methacrylate, p-aminostyrene, o-phthalic dialdehyde, acrylic acid, methacrylamide, N,N-methylene bisacrylamide, methacrylic acid, N,N-dimethylacrylamide, allyl mercaptan, p-divinylbenzene, acrolein, 2-vinyl pyridine, N-vinyl-2-pyrrolidinone, acrylonitrile, methyl methacrylate, styrene, N,N-dimethylaminoethyl methacrylate, 4-ethyl styrene, (diethylamino)ethyl methacrylate, m-divinylbenzene, 3-aminopropyltriethoxysilane, tartaric acid, lactic acid, and combinations thereof.
18. The process according to claim 11, wherein the at least one porogenic solvent comprises hexane, benzene, toluene, chloroform, tetrahydrofuran, dichloroethane, dichloromethane, 2-methoxyethanol, ethanol, methanol, N,N-dimethylformamide, acetonitrile, dimethyl sulfoxide, or mixtures thereof.
19. The process according to claim 11, wherein the at least one porogenic solvent comprises tetrahydrofuran, and the at least one functional monomer comprises acrylamide, o-aminophenol, itaconic acid, o-phenylenediamine, 2-hydroxyethyl methacrylate, or combinations thereof.
20. The process according to claim 11, wherein the target phenolic acid comprises chlorogenic acid, caffeic acid, p-coumaric acid, or ferulic acid, wherein the at least one functional monomer comprises itaconic acid, wherein the radical initiator comprises 2,2-azobisisobutyronitrile, and wherein the crosslinker comprises ethylene glycol dimethacrylate and/or 1,3-diisopropylbenzene.
21. The process according to claim 11, wherein the target phenolic acid and the functional monomer are present at a ratio in the range of 1:2 to 1:6.
22. The process according to claim 11, wherein the functional monomer and the crosslinker are present at a ratio in the range of 1:1 to 1:5.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
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DETAILED DESCRIPTION OF THE INVENTION
[0049] As used herein, the term porogenic solvent refers to a solvent used to dissolve all of the reagents that are used for polymer synthesis, including functional monomer(s), crosslinker(s), initiator(s), and molecular template(s), to then form a polymer matrix. Additionally, the porogenic solvent should help stabilize the pre-polymerization complex by promoting interactions between the functional monomer(s) and the molecular template(s).
[0050] As used herein, the term phenolic acid containing liquid is used interchangeably with PA liquid. For example, the term first phenolic acid containing liquid is used interchangeably with first PA liquid, second phenolic acid containing liquid is used interchangeably with second PA liquid, and third phenolic acid containing liquid is used interchangeably with third PA liquid, and so on.
[0051] As used herein, the term bio-based molecular imprinted polymer refers to a polymer/MIP derived from at least one bio-based monomer, which is a biomass-derived compound.
[0052] As used herein, the term biomass-derived is used interchangeably with biologically-derived, bio-derived, or bio-based and refers to compounds that are obtained from renewable resources, such as plants, and contain only or substantially renewable carbon, and none or a very minimal amount of fossil fuel-based or petroleum-based carbon.
[0053] As used herein, the term molecularly imprinted polymer or MIP is used interchangeably with imprinted polymer, polymer, adsorbent polymer, and adsorbent.
[0054] In an aspect of the present invention, disclosed herein is a process for separating a mixture of phenolic acids from food waste (FW). In an embodiment, a process 100 for separating phenolic acids is shown in
[0055] In one embodiment, the process 100 further comprises repeating step b)-d) as shown in
[0056] In an embodiment, the at least two phenolic acids differ from each other in at least one of functional group, aromatic ring substitution, polarity, and hydrogen bonding. Suitable examples of phenolic acids include, but are not limited to, chlorogenic acid, caffeic acid, p-coumaric acid, and ferulic acid. In other embodiments, the at least two phenolic acids may also comprise one or more of 3-caffeoylquinic acid, 4-caffeoylquinic acid, 5-caffeoylquinic acid, 3,4-dicaffeoylquinic acid, 3,5-dicaffeoylquinic acid, 4,5-dicaffeoylquinic acid, 3-feruloylquinic acid, 4-feruloylquinic acid, 5-feruloylquinic acid, 3-feruloyl-4-caffeoylquinic acid, and their derivatives. In an embodiment, the target phenolic acid is chlorogenic acid. In another embodiment, the at least two different phenolic acids present in the first PA containing liquid, other than the target phenolic acid of chlorogenic acid, comprise one or more of caffeic acid, p-coumaric acid, and ferulic acid.
[0057] In an embodiment of the process, as disclosed hereinabove, the MIP in a second sequence of steps b) to d) is the recovered MIP.
[0058] In another embodiment, the target phenolic acid has a separation factor of at least 1, wherein the separation factor is calculated as follows:
[0059] In other embodiments, the target molecule has a separation factor of at least 1.5, or 2.0, or 2.5, or 3.0, or 3.5, or 4.0. In some embodiments, the at least two phenolic acids other than the target phenolic acid has a separation factor of at least 0.01, or 0.05, or 0.1, or 0.15, or 0.20, or 0.25, 0.3, or 0.35, or 0.40, or 0.45, or 0.50, and less than that of the target phenolic acid, i.e., less than 4.0, or 3.5, or 3.0, or 2.5, or 2.0, or 1.5, or 1.0.
[0060] In various embodiments, the MIP has a BET surface area in the range of 50 to 300 m.sup.2/g, or 75 to 275 m.sup.2/g, or 80 to 250 m.sup.2/g and a BET pore size in the range of 4 to 20 nm, or 4.5 to 15 nm, or 5 to 12 nm.
[0061] Any suitable feed may be used, including, but not limited to, the feed comprising one or more of raw, roasted, or spent coffee beans; potato peels; grapes; honeysuckle; apple; tomato; eggplant; carrot; and leaves from artichoke, E. ulmodies, tea, and tobacco.
[0062] In an embodiment of the process, the target phenolic acid is extracted at a purity of at least 80%, or 85%, or 90%, using nascent MIP that has not been used before, from FW. In an embodiment of the process, the target phenolic acid is extracted at a purity of at least 50%, 55%, 60%, 65%, 70%, 75%, 80%, or 85%, or 90%, or 95% using recovered MIP that has been used and recovered at least once, or twice, or thrice. In an embodiment, the chlorogenic acid as the target phenolic acid is extracted at a purity of at least 75% when using nascent MIP, at least 60% when using recovered MIP that has been used and recovered once; at least 55% with recovered MIP that has been used and recovered two times, and at least 50% with recovered MIP that has been used and recovered three times. In another embodiment, the target phenolic acid of chlorogenic acid, is extracted at a purity of at least 60%, or 65%, or 70%, or 75%, or 80%, or 85%, or 90% from coffee waste used as the feed and nascent MIP.
[0063] Any suitable separation techniques may be used to separate the target phenolic acid from the phenolic acid bound MIP. In an embodiment, the step of separating the target phenolic acid from the phenolic acid bound MIP comprises using ultrasonic assisted desorption in methanol, ethanol, 2-propanol, and tetrahydrofuran. In another embodiment, other separation techniques may be used, including, but not limited to, soxhlet extraction, and simple solvent washing until the template is no longer detected.
[0064] In an embodiment, the process further comprises preparing the MIP used in the process for separating phenolic acids. In an embodiment, a process for preparing the MIP is shown in
[0065] In an embodiment, the step of providing a polymerizable mixture comprises selecting the at least one functional monomer and the at least one porogenic solvent based on their respective molecular interactions with the target phenolic acid. In another embodiment, the target phenolic acid has a solubility in the at least one porogenic solvent in a mole fraction range of 0.001 to 0.99, or 0.005 to 0.8, or 0.01 to 0.5, based on the total moles of the target phenolic acid and the porogenic solvent. In yet another embodiment, the functional monomer has a solubility in the at least one porogenic solvent in a mole fraction range of 0.01 to 0.99, or 0.03 to 0.7, or 0.04 to 0.5 at a temperature of about 298 K and 0.01 to 0.99, or 0.03 to 0.7, or 0.04 to 0.5 at about 333 K. In some embodiment, the at least one porogenic solvent has a dielectric constant in a range of 5 to 50, 6 to 30, or 7 to 15.
[0066] In another embodiment, the at least one functional monomer has the following Hansen Solubility parameters: [0067] (i) a dispersion ?D in the range of 15 to 21; [0068] (ii) a polarity ?P in the range of 5 to 15; [0069] (iii) a hydrogen bond character ?H in the range of 7 to 21; and [0070] (iv) a Hansen Solubility Parameters in Practice (HSPiP) distance from the target phenolic acid in the range of 0 to 10.
[0071] In various embodiments, the at least one functional monomer comprises or is selected from the group consisting of acrylamide, 4-vinyl pyridine, 2,6-diaminopyridine, itaconic acid, o-phenylenediamine, o-aminophenol, 2-hydroxyethyl methacrylate, p-aminostyrene, o-phthalic dialdehyde, acrylic acid, methacrylamide, N,N-methylene bisacrylamide, methacrylic acid, N,N-dimethylacrylamide, allyl mercaptan, p-divinylbenzene, acrolein, 2-vinyl pyridine, N-vinyl-2-pyrrolidinone, acrylonitrile, methyl methacrylate, styrene, N,N-dimethylaminoethyl methacrylate, 4-ethyl styrene, (diethylamino)ethyl methacrylate, m-divinylbenzene, 3-aminopropyltriethoxysilane, tartaric acid, lactic acid, and combinations thereof.
[0072] In one embodiment, the at least one porogenic solvent comprises hexane, benzene, toluene, chloroform, tetrahydrofuran, dichloroethane, dichloromethane, 2-methoxyethanol, ethanol, methanol, N,N-dimethylformamide, acetonitrile, dimethyl sulfoxide, or mixtures thereof.
[0073] In another embodiment, the at least one porogenic solvent comprises tetrahydrofuran, and the functional monomer comprises acrylamide, o-aminophenol, itaconic acid, o-phenylenediamine, 2-hydroxyethyl methacrylate, or combinations thereof.
[0074] In yet another embodiment, the target phenolic acid comprises chlorogenic acid, caffeic acid, p-coumaric acid, or ferulic acid; the functional monomer comprises itaconic acid; the radical initiator comprises 2,2-azobisisobutyronitrile; and the crosslinker comprises ethylene glycol dimethacrylate (EDGMA), and/or 1,3-diisopropylbenzene.
[0075] The target phenolic acid and the functional monomer may be present in any suitable amount. In an embodiment, the target phenolic acid and the functional monomer are present at a ratio in the range of 1:2 to 1:6, or 1:2.5 to 1:5, or 1.3 to 1:4.5. The functional monomer and the crosslinker may be present in any suitable amount, such as in a ratio in the range of 1:1 to 1:5, or 1:2 to 1:5, or 1:2.5 to 1:5, or 1:3 to 1.4.5.
[0076] An exemplary method of synthesizing a molecular imprinted polymer to selectively separate commercially valuable phenolic acids from a FW-extracted mixture is described below. The Hansen Solubility Parameters in Practice (HSPiP) model was used to identify monomers and solvents based on their molecular interaction with the target compounds for imprinted polymer synthesis. The COnductor like Screening MOdel for Real Solvents (COSMO-RS) multiscale simulation was used herein to generate sigma profiles to understand the molecular behavior of different monomers and their performance as a molecular imprinted polymer. Exemplary experiments that identify the best monomer and solvent for polymer synthesis, characterize the resulting polymers, and evaluate their performance in different phenolic mixtures, extraction solvents, and a broad concentration range are described below. Fourier transform infrared (FTIR) analysis confirms the structure of polymers and their interaction with the solvents. The separation strategy is demonstrated on potato peel and spent coffee bean waste. Lab-scale techno-economic analysis reveals the economic and environmental advantages of the proposed technology over commercial alternatives, distinguishing it from existing studies focused solely on analytical applications of imprinted polymers.
[0077] As used herein, when an amount, concentration, or other value or parameter is given as either a range, preferred range, or a list of upper preferable values and lower preferable values, this information is to be understood as specifically disclosing all ranges formed from any pair of any upper range limit or preferred value and any lower range limit or preferred value, regardless of whether ranges are separately disclosed. Where a range of numerical values is recited herein, unless otherwise stated, the range is intended to include the endpoints thereof, and all integers and fractions within the range.
[0078] Within this specification, embodiments have been described in a way which enables a clear and concise specification to be written, but it is intended and will be appreciated that embodiments may be variously combined or separated without departing from the invention. For example, it will be appreciated that all preferred features described herein are applicable to all aspects of the invention described herein.
[0079] In some embodiments, the invention herein can be construed as excluding any element or process step that does not materially affect the basic and novel characteristics of the compositions or processes. Additionally, in some embodiments, the invention can be construed as excluding any element or process step not specified herein.
EXAMPLES
[0080] Examples of the present invention will now be described. The technical scope of the present invention is not limited to the examples described below.
Materials
[0081] Materials and their source are listed below:
[0082] Acrylamide (ACY) (GC grade (purity?98%)), itaconic acid (ITA) (purity 99%), 2,6-diaminopyridine (2,6-DAP) (GC grade (purity?97%), o-aminophenol (o-AP) (purity?99%), ethylene glycol dimethacrylate (EDGMA) (purity?98%), 2,2-azobisisobutyronitrile and caffeic acid (HPLC grade (purity?98%) were purchased from Sigma Aldrich. p-Coumaric acid (purity?98%), chlorogenic acid (purity?99.45%), ferulic acid (purity 99.4%), 2-hydroxyethyl methacrylate (HEM) (purity?97%), and o-phenylenediamine (o-PHY) (purity?98%) were purchased from Fisher Scientific. ASTM-Type 1 grade deionized (DI) water (Milli-Q? Direct) was used in all experiments. Solvents N,N-dimethylformamide (DMF) (HPLC grade, purity?99.9%), methanol (ACS reagent, purity?99.5%), and ethanol (ACS reagent, purity?99.5%) were obtained from Sigma Aldrich. Tetrahydrofuran (THF) (HPLC grade, purity?99.5%) was obtained from Fisher Scientific.
Methods
Synthesis of Molecularly Imprinted Polymers and Non-Imprinted Polymers
[0083] The template molecule and a functional monomer at a ratio of 1:4 were added to 5 mL of THF. The mixture was stirred at room temperature in nitrogen for 30 min. 0.03 g of 2,2-azobisisobutyronitrile recrystallized with methanol and crosslinker EDGMA were added to the mixture such that the monomer and crosslinker weight by volume was 53.3%. The monomer-to-crosslinker ratio was 1:3. The solution was purged under nitrogen for 15 min and sealed. The polymerization proceeded for 24 h at 75? C. The resulting polymer was ultrasonicated in methanol for 1 h to remove the template molecule and dried under vacuum at 50? C. to thereby produce a molecularly imprinted polymer (MIP). The template extraction efficiency was determined to be 96% using high-performance liquid chromatography (HPLC). The polymer was grounded using a Thomas Wiley? Mini Cutting Mills to a powder of size <0.5 mm. A non-imprinted polymer was synthesized with the same methodology without using a template molecule and ultrasonication step.
Adsorbent (MIP) Characterization
[0084] The porosity of the synthesized polymers was determined by nitrogen gas sorption at 196? C. using the Micromeritics ASAP 2020 Brunauer Emmett Teller (BET) Analyzer. TGA was performed using a TA instruments Q600 SDT thermogravimetric analyzer and differential scanning calorimeter (DSC) for a temperature program of 30 to 700? C. at a heating rate of 10 K min.sup.?1 under air (30 mL min.sup.?1). Scanning electron microscopy (SEM) was conducted using an AURIGA 60 Crossbeam FIB-SEM with an acceleration voltage of 3 kV. The specimens were coated with a thin (?5 nm) conductive layer of Pd/Au to minimize sample charging using a vacuum sputter coater (Denton Desk IV, Denton Vacuum, LLC). A Specac Golden Gate diamond attenuated total reflectance (ATR) unit gave the FTIR spectra, with a 4 cm.sup.?1 resolution in the 4000-1000 cm.sup.?1 range using a Thermo Scientific Nicolet iS50 spectrometer instrument equipped with an MCT-B detector. Solutions (1 to 0.125 mg/?l) of chlorogenic acid and a saturated polymer mixture in a solvent (DMF, water, or ethanol) were analyzed.
[0085] The swelling ratio of the polymer was measured in DMF, water, and ethanol. 100 mg of dry polymer was weighed in a tube, and 1-1.5 mL of solvent was added. The tube was sealed, stirred for 2 h at 25? C., and centrifuged. The supernatant was drained, and the excess solvent was wiped off. The wet polymer was weighed, and the swelling ratio was estimated (Eq. 1).
Quantification of Phenolic Compounds
[0086] The standard acids concentration was quantified using HPLC using a Waters e2695 separations module coupled to a Waters 2414 refractive index meter and a Waters 2998 photodiode array detector. An Agilent Zorbax SB-C18, 250 mm column was used at 323 K, using solvent A (pure methanol) and solvent B (1% formic acid in water) as a mobile phase flowing at 0.8 mL/min. A gradient method was set up for 0% B to reach 95% B in 35 min. The concentration was calculated from the absorbance peak area measured between 320 to 380 nm at the respective retention time based on pure compound calibrations.
[0087] The FW-extracted acids were identified, and their concentration was quantified using Ultra performance liquid chromatography-mass spectrometry (UPLC-MS) on a Q-orbitrap mass spectrometer. A Waters Acquity UPLC BEH C18 column (1.7 ?m.sup.2.1?30 mm) was used with solvent A (water containing 0.1% formic acid) and solvent B (acetonitrile containing 0.1% formic acid) as the mobile phase flowing at 0.5 mL/min. A gradient method was set up for 0% B to reach 95% B in 5 min.
Single And Multi-Component Adsorption
[0088] For single component adsorption, a stock solution of chlorogenic acid in a solvent at 0.4, 5, 8, 10, 20, 50, and 100 mg/mL was made. For multicomponent adsorption, a stock solution of an equal concentration (in the range 0.1-30 mg/mL) mixture of chlorogenic, p-coumaric, caffeic, and ferulic acids was made in DMF, water, and ethanol. 2 mg of polymer was added to a vial containing 2 mL of stock solution. The mixture was stirred for 2 h at 298 K. All experiments were conducted in triplicates. 0.45 ?m syringe filters were used for sampling. HPLC was used for quantification.
Extraction from FW
[0089] In Gupta et al. (Sep Purif Technol., 316 (2023)), DMF was determined to be an excellent solvent for extracting target phenolics owing to its superior polarity and hydrogen bond-accepting character. Thus, 20 mL of DMF and 1 g of FW feedstock (spent coffee bean or potato peel waste) were added to a round bottom flask. The target compounds are thermally degradable. Thus, the mixture was stirred and heated to 60? C. for 2 h (short times and lower temperatures). The solution was then filtered and quantified on ultra-performance liquid chromatography-mass spectrometry (UPLC-MS).
Adsorption from FW Extract
[0090] 10 mg of adsorbent MIP was added to 10 mL of FW extracted solution. The mixture was stirred for 2 h at 298 K. Duplicate experiments were conducted. 0.45 ?m syringe filters were used for sampling. The samples were quantified using UPLC-MS.
Computations
[0091] The HSPiP (HSPiP 5.3.05) was used for the selection of monomers and solvents for polymer synthesis. The HSPiP distance (Ra) between two compounds provides their likeness: Ra.sup.2=4(?D.sub.1-?D.sub.2).sup.2+(?P.sub.1-?P.sub.2).sup.2+(?H.sub.1-?H.sub.2).sup.2 where ?D, ?P, and ?H is dispersion, polar and hydrogen bonding energy. The uncertainty associated with the experimentally determined HSP and predicted distance are ?0.5 (MPa).sup.0.5 and ?1 (MPa).sup.0.5, respectively (Lehnert et al, Applied Sciences (Switzerland). 10 (2020) 4266). Given its approximations, the ADF COSMO-RS implementation in the ADF2020.101 modeling suite was used to generate monomers' ?-profiles to understand their molecular behavior. The molecules were optimized in a vacuum using density functional theory (DFT) for sigma profile generation. For geometry optimization, the TZP small-core basis set, the Becke-Perdew (GGA: BP86) functional, the scalar ZORA, and the numerical integration quality of 4 with an energy convergence criteria 10.sup.?5 Ha were used. The approximations of COSMO-RS in the acid dissociation factor, long-range interactions, weak intermolecular forces, and molecule conformations affect its accuracy. Despite these limitations, it is believed that the computational tools can rapidly screen molecular databases to guide experimental efforts. Experiments are, however, necessary for validating and identifying the best system.
[0092] In the following sections, the computations-aided MIP design, its experimental assessment, and insights into the optimized MIP's morphological, molecular, and thermal properties are discussed. The selectivity of the MIP in a mixture of target acids and its concentration range of effective separation were analyzed, and then its versatility was determined as an adsorbent by evaluating its stability and performance in common extraction solvents. The MIP's suitability for large-scale applications was assessed by examining its reusability and efficacy in selectively purifying chlorogenic acid (model target acid) from two FW feedstocks. Finally, the economic and environmental advantages of the disclosed inventive method was evaluated and contrasted it with existing commercial technology.
Example 1
Polymer Design
[0093] Stable pre-polymerization complexes are crucial in non-covalent imprinting technology to obtain selective recognition sites. The monomer, template, and solvent interactions dictate the stability of such complexes.
HSPiP and COSMO-RS Predictions
[0094] For solvent selection, dielectric constants compiled from the literature was used as a measure of their polarity. Since the template is polar (see Table 1 for target compounds' HSP), polar solvents would hinder its interactions with the monomer. In contrast, a non-polar solvent would enhance the stability of the pre-polymerization complex. Thus, 5 of 13 recommended porogenic solvents (see their dielectric constants and HSP in Table 2) with the lowest dielectric constants were selected (
TABLE-US-00001 TABLE 1 The Hansen Solubility Parameters of target compounds. Target Compound ?D ?P ?H Chlorogenic acid 19.83 9.47 16.75 Caffeic acid 20.69 8.26 19.04 p-Coumaric acid 20.07 7.59 16.55 Ferulic acid 19.8 7.56 15.76
TABLE-US-00002 TABLE 2 List of recommended porogenic solvents, their dielectric constants, and Hansen Solubility Parameters. (Biosens Bioelectron. 107 (2018) 203-210; TrACTrends in Analytical Chemistry. 128 (2020) 115923; Chem Soc Rev. 45 (2016) 2137-2211). ?D ?H Dielectric (Disper- ?P (Hydrogen Solvent constant sion) (Polarity) bonding) Hexane 1.9 14.9 0 0 Benzene 2.2 18.4 0 2 Toluene 2.3 18 1.4 2 Chloroform 4.8 17.8 3.1 5.7 Tetrahydrofuran 7.6 16.8 5.7 8 (THF) Dichloroethane 8.93 16.5 7.8 3 Dichloromethane 9.1 17 7.3 7.1 2-Methoxyethanol 16.94 16 8.2 15 Ethanol 22.4 15.8 8.8 19.4 Methanol 32.6 14.7 12.3 22.3 N,N-dimethylformamide 36.71 17.4 13.7 11.3 (DMF) Acetonitrile 37.5 15.3 18 6.1 Dimethyl sulfoxide 46.68 18.4 16.4 10.2 (DMSO)
TABLE-US-00003 TABLE 3 COSMO-RS solubility in mole fraction of functional monomers in the selected 5 solvents at about 298 K and about 333 K. Solubility (mole fraction) Hexane Benzene Toluene Chloroform THF o-aminophenol 298.15 K 0.001 0.025 0.016 0.027 0.554 333.15 K 0.014 0.491 0.392 0.485 0.723 2,6-diaminopyridine 298.15 K 0 0 0 0 0.311 333.15 K 0 0.007 0.005 0.011 0.396 itaconic acid 298.15 K 0 0 0 0 0.389 333.15 K 0 0.002 0.001 0.002 0.460 o-phenylenediamine 298.15 K 0.002 0.028 0.018 0.041 0.412 333.15 K 0.018 0.429 0.318 0.446 0.625 acrylamide 298.15 K 0 0 0 0 0.398 333.15 K 0 0.01 0.006 0.916 0.922 chlorogenic acid 298.15 K 0 0 0 0 0.001 333.15 K 0 0 0 0 0.001
[0095] Acrylamide and 4-vinylpyridine are standard functional monomers for synthesizing polymers imprinted with polar bioactive compounds. For selection, a list of 28 previously used monomers was compiled for synthesizing imprinted polymers and HSPiP was applied to identify the ones interacting strongly with chlorogenic acid (see Table 4 for a comprehensive list and their HSP). The analysis showed acrylamide being superior to 4-vinyl pyridine and 7 monomers superior to acrylamide with amines being predominant (4 out of 7). Then, the top 5 monomers (
TABLE-US-00004 TABLE 4 List of 28 monomers, their Hansen Solubility Parameters, and HSPiP predicted distance from chlorogenic acid. HSPiP distance from chlorogenic Monomers ?D ?P ?H acid 2,6-diaminopyridine 20.5 10.4 17.3 1.7213 o-phenylenediamine 20.5 7.7 15.4 2.5982 o-aminophenol 19.5 7.8 16.1 1.9097 itaconic acid 17.3 9.1 20.1 6.0797 2-hydroxyethyl methacrylate 16.8 7.3 11.5 8.3063 p-aminostyrene 19 5.3 8.8 9.1294 o-phthalic dialdehyde 19.6 9.9 7.5 9.2714 acrylamide 15.8 12.1 12.8 9.3532 acrylic acid 16.6 6.4 10 9.8345 methacrylamide 15.8 11 11.6 9.6864 N,N-methylene bisacrylamide 18.7 17.8 11.5 10.1024 methacrylic acid 15.8 2.8 12 11.4897 4-vinyl pyridine 18.1 7.2 6.8 10.7762 N,N-dimethylacrylamide 17.1 10.4 7.6 10.6957 allyl mercaptan 16.4 6.2 7.9 11.6651 p-divinylbenzene 18.6 1 7 13.1474 acrolein 15.5 10 8.6 11.9037 2-vinyl pyridine 18.2 5.8 5.2 12.5498 N-vinyl-2-pyrrolidinone 16.4 9.3 5.9 12.8378 acrylonitrile 16 12.8 6.8 12.9910 methyl methacrylate 15.8 6.5 5.4 14.2340 methylmethacrylate 15.8 6.5 5.4 14.2340 styrene 18.6 1 4.1 15.4212 N,N-dimethylaminoethyl 16 3.8 5.2 14.9742 methacrylate 4-ethyl styrene 17.7 2.7 3.3 15.6487 (diethylamino)ethyl methacrylate 15.8 3.6 4.4 15.8727 m-divinylbenzene 17.8 2.1 2.8 16.2911 3-aminopropyltriethoxysilane 14.1 3.9 4 18.0255 tartaric acid 17.8 14 29.2 13.8566 lactic acid 17 8.3 28.4 13.0048
Experimental Verification of Model Predictions
[0096] Experimentally, the MIPs synthesized with the selected 5 monomers provided higher single-component adsorption capacity than the polymer with acrylamide as the functional monomer (
[0097] In contrast to single component data, the multicomponent adsorption (
TABLE-US-00005 TABLE 5 Separation factors of target phenolic acid extractives using polymers synthesized with different monomers, chlorogenic acid (template), EDGMA (crosslinker), THF, and monomer to crosslinker ratio as 1:3 from a mixture containing an equal concentration of (chlorogenic, caffeic, p-coumaric and ferulic acid at 0.1 mg/ml in DMF at 298 K for 2 h. Separation factor of extractive Chlorogenic Caffeic p-Coumaric Ferulic Monomer acid acid acid acid itaconic acid (ITA) 4.10 0.21 0 0.02 o-phenylenediamine (o- 1.12 0.50 0.06 0.08 PHY) 2,6-diaminopyridine 0.31 0.20 0.34 0.50 (2,6-DAP) o-aminophenol (o-AP) 2.6 0.02 0.04 0.28 acrylamide (ACY) 2.32 0.10 0.03 0.21 2-hydroxyethyl 1.51 0.10 0.04 0.36 methacrylate (HEM)
TABLE-US-00006 TABLE 6 BET surface area and pore size. MIP BET Surface BET Pore Monomers area (m.sup.2/g) size (nm) 2,6-diaminopyridine (2,6-DAP) 219.6 7.83 o-phenylenediamine (o-PHY) 190.6 8.23 o-aminophenol (o-AP) 157.3 8.12 itaconic acid (ITA) 152.2 10.64 2-hydroxyethyl methacrylate 86.6 9.15 (HEM) acrylamide (ACY) 155.3 6.89 Non-imprinted itaconic acid 235.5 10.28
[0098] Next, all target compounds were evaluated as prospective templates. Four polymers (P1, P2, P3, and P4) were synthesized (see Table 7 for polymer description and their separation factors) with caffeic, chlorogenic, p-coumaric, and ferulic acid as the template, respectively (
TABLE-US-00007 TABLE 7 Separation factor of target phenolic acid extractives for polymers made of different templates, itaconic acid (monomer), EDGMA (crosslinker), THF, and monomer to crosslinker ratio as 1:3 from a mixture containing an equal concentration of (chlorogenic, caffeic, p-coumaric and ferulic acid at 0.1 mg/ml in DMF at 298 K for 2 h. Separation Separation Separation Separation factor for factor for factor for factor for chlorogenic caffeic p-coumaric ferulic MIP Template acid acid acid acid P1 Caffeic acid 1.02 0.97 0 0 P2 Chlorogenic 4.10 0.21 0 0.02 acid P3 p-Coumaric 1.34 0.44 0 0.14 acid P4 Ferulic acid 2.07 0.48 0 0
Characterization of the Synthesized Polymers
[0099] The morphology of the synthesized polymers was characterized using SEM (
Determination of Equilibrium Time of Target Acids
[0100] A stock solution of 1 mg/ml chlorogenic acid in a solvent (DMF, water, or ethanol) was prepared. 2 mg of the synthesized polymer was added to a vial containing 2 ml of stock solution. The mixture was stirred at 298 K for 10, 30, 60 min, and up to 460 min with 1 h intervals in DMF, 10, 20, 30, 60 min, and up to 360 min with 1 h intervals in water, and 10, 40, 60, 120, and 180 min in ethanol. All experiments were run in triplicates. 0.45 ?m syringe filters were used for sampling from each vial. The samples were analyzed using HPLC.
Adsorption Isotherm and Time-Dependent Adsorption Capacity
[0101] Time-dependent adsorption was estimated to determine system equilibrium (
[0102] The Redlich-Peterson model (Eq. 3) adequately describes the adsorption of chlorogenic acid on P2 (
Range of Selective Adsorption and P2 Selectivity for Mixtures
[0104] The P2 batch adsorption with time was estimated to determine the system equilibrium (see
TABLE-US-00008 TABLE 8 Fitted adsorption parameters of polymer P2 using Redlich-Peterson models at 298 K. Parameters ? (L/mg) K.sub.r (L/g) ? R.sup.2 Redlich-Peterson 188.40 1978.76 0.60 0.92
[0105] Additionally, P2's efficacy for a concentrated mixture of target acids was measured. The polymer is highly selective to chlorogenic acid at concentrations as low as 0.1 pg/mL mixture of acids in DMF (see below). On the contrary, P2's selectivity decreases steeply between 0.1 to 5 mg/mL and plateaus at higher concentrations (
[0106] Further, P2's selectivity in mixtures in stagewise adsorption was examined (
chlorogenic acid>ferulic acid>caffeic acid>p-coumaric acid
[0107] P2's performance depends on the polarity and HB interactions with the adsorbate. As discussed above, chlorogenic and p-coumaric acid have the most and least HB sites, respectively. Due to this and chlorogenic acid being the imprinted molecule, it is favored by P2. Similarly, P2 has the lowest selectivity towards p-coumaric acid. Structurally, ferulic acid has an HB acceptor group (OCH.sub.3), while caffeic acid has an HB donor group (OH). The HB donor active site and itaconic acid interact more strongly with the ferulic acid than the caffeic acid. Hence, P2 can purify the target compounds consecutively due to its responsiveness to different functionalities.
P2's Performance and Stability in DMF and Common Extraction Solvents
[0108] Ethanol and water are common solvents used for extracting bioactive compounds from FW, plants, and biomass. DMF is a polar aprotic solvent with good HB acceptor character that efficiently extracts target compounds from the aforestated feedstocks. Thus, P2's performance and stability was tested in these three solvents to evaluate its scope for diverse applications.
TABLE-US-00009 TABLE 9 Separation factor of target extractives for polymer P2 for a mixture containing an equal concentration of chlorogenic, caffeic, p-coumaric, and ferulic acid at 0.1 mg/ml in ethanol and water at 298 K and 2 h. Separation Separation factor for Separation factor for Separation chlorogenic factor for p-coumaric factor for Solvent acid caffeic acid acid ferulic acid Ethanol 8.72 0.08 0.01 0.02 Water 0.01 0.45 1.40 0.11
[0109] The solvent effect on the adsorbent separation efficiency is well-studied in the literature. The hydrophobic/hydrophilic interaction of the extraction solvent with the adsorbent affects its performance. When adsorption is carried out in the solvent used for imprinting, the adsorbent's binding efficiency is enhanced due to a stable cavity structure. Conversely, the polymer solvation in other solvents can lead to unstable conformations and changes in the cavity structure. FT-IR was used to study the interactions of the selected solvents with P2 (not shown). Ethanol and water have strong HB character due to hydroxyls, which limits the identification of HB with IR. For P2 in DMF (
[0110] The observed approximately 15% variability in adsorption capacity in DMF was further investigated (see
Chemical Stability of P2 in DMF
[0111] Structural changes leading to loss of recognition sites can occur if DMF reacts or degrades P2.
Adsorption of DMF on P2
[0112] The adsorption of DMF on polymer P2 was further investigated. A stock solution of 0.65 mg/ml of DMF in ethanol was made. 2 mg of polymer was added to a vial containing 2 ml of stock solution. The mixture was stirred at 298 K for 30, 60, 120, and 180 min. All experiments were run in triplicates and analyzed on HPLC. 0.45 ?m syringe filters were used for sampling from each vial.
[0113]
Comparative Example 1
Comparison of Non-Imprinted and Imprinted Polymers
[0114] The performance of imprinted (MIP) and non-imprinted polymers for single and multicomponent adsorption was tested and compared. The imprinted polymer provides ?approximately 1.7 times higher adsorption capacity for chlorogenic acid than the non-imprinted in single component adsorption experiments (
Impact factor=q_MIP/q_NIP(4) [0115] where q_MIP and q_NIP are the molecule's adsorption capacity by the imprinted polymer and non-imprinted polymer, respectively.
[0116] Considering the complex chromatograms of coffee waste and potato peel extracts (not shown), we utilized standards to determine the retention times of target acids. Extracted ion chromatograms (not shown) were then employed to detect phenolics in the extracted solutions.
Example 2
Reusability
[0117] P2 of Example 1 was tested for its reusability. P2 was collected after batch adsorption up to three times, washed with methanol, and dried under vacuum. Its adsorption capacity increased with every recycle, but the selectivity decreased (
Example 3
Application to Real FW
[0118] Potato peel waste (PPW) and spent coffee bean waste (CW) extracts in DMF were prepared (see methods) to examine P2's performance. All four target compounds were detected in PPW and only three (except p-coumaric acid) were detected in CW (see the concentration of target acids in Table 10) using UPLC-MS (see Methods). P2 selectively purifies 86% and 92% chlorogenic acid in one cycle from PPW and coffee waste due to higher concentrations of chlorogenic acid in the selected feedstocks (
TABLE-US-00010 TABLE 10 Target acids concentration extracted from potato peel and spent coffee bean waste using DMF at 298 K for 2 h at 60? C. and 1:20 solid-to-liquid ratio. Chlorogenic Caffeic p-Coumaric Ferulic acid acid acid acid Food waste (?g/ml) (?g/ml) (?g/ml) (?g/ml) Potato peel waste 2.735 1.381 0.056 0.078 Spent coffee bean 12.853 0.237 7.891 waste
Lab Scale Economic and Carbon Footprint Analysis
[0119] Various grades of chlorogenic acid are produced commercially and priced based on purity. The 45% and 50% pure chlorogenic acid is valued at 0.16 USD and 0.28 USD per gram, whereas pure chlorogenic acid per USP reference standard and 95% pure chlorogenic acid cost 7,220 USD/g and 122 USD/g.
[0120] The cost for producing pure chlorogenic acid from spent coffee beans using P2 with a simple lab-scale economic analysis as (CGA is chlorogenic acid) was estimated (see
Cost of purifying CGA=cost of (CGA extraction+P2 synthesis+Separation)
[0121] The process costs are calculated as follows:
Total Cost=cost of (raw materials+extraction+separation)
[0122] The cost of extracting chlorogenic acid is estimated at 0.13 USD/g. The costs of the raw materials are presented in Table 11. One lab-scale P2 synthesis reaction gives approximately 4 g polymer. The reaction details are in the materials and methods section of the text. The total cost of synthesizing 1 g polymer is 5.71 USD. The energy costs associated with conducting lab-scale separation at 298 K for 2 h was considered, but did not account for the energy required for solvent evaporation or the cost of solvent make-up through recycling. With the separation efficiency of 92% pure chlorogenic acid in one cycle, the separation cost is 5.14 USD/g chlorogenic acid.
TABLE-US-00011 TABLE 11 The raw material cost for polymer synthesis. Price Final (USD/ Cost Material Compound Amount unit) (USD) Monomer Itaconic acid 0.47 g 0.056/g 0.0264 Solvent THF 5 mL 0.096/mL 0.4825 Crosslinker Ethylene glycol 2.07 mL 0.018/mL 0.0376 dimethacrylate Initiator Azobisisobutyronitrile 0.03 g 2.62/g 0.0786 Template Chlorogenic acid 0.32 g 69.40/g 22.2080
[0123] Burniol-Figols et al. (Biochem Eng J. 116 (2016) 54-64) obtained an extraction efficiency of 54.6?0.7 mg for chlorogenic acid/ g from spent coffee beans using 60% (v/v) ethanol at solid-to-liquid ratio of 1:10 and 70? C. for 40 min at 0.13 USD/g. Kao Corporation produces a mixture of nine monocaffeoylquinic, feruloylquinic, and dicaffeoylquinic acids giving 11% pure chlorogenic acid (1/9?100) whereas the presently disclosed methodology produces 92% pure chlorogenic acid. The U.S. Pat. No. 8,309,150 of Kao Corporation uses a liquid passing factor of 6 (v/v) for extract solution and adsorbent volume resulting in a chlorogenic acid adsorption capacity of 2.1 mg/g whereas the presently disclosed process provides chlorogenic acid adsorption capacity of 12.8 mg/g. Kao Corporation employed a space velocity of 5.2 mL/g/h amounting to 40 min for producing 6.0 mg pure chlorogenic acid. In contrast, the presently disclosed process purifies 50.23 mg of chlorogenic acid in 30 min. An emission factor of 0.29 kg/kWh is taken for ultrasonic adsorption and chromatographic separation. The carbon footprint of the three steps for both methods is given in Table 13.
[0124] One lab-scale P2 synthesis reaction and separation cycle gives ?4 g polymer and 92% pure chlorogenic acid. The present analysis estimates the cost of obtaining 1 g of pure chlorogenic acid at 11.00 USD/g (Table 12). Hence, the presently disclosed process provides at least 11 times more economic value than the commercially available product at 95% purity grade.
TABLE-US-00012 TABLE 12 Cost distribution of lab-scale extraction and purification of chlorogenic acid from spent coffee bean waste. Expense (per gram) Cost (USD) Polymer synthesis 5.71 Chlorogenic acid extraction 0.13 Chlorogenic acid separation 5.14 Total cost (USD /g) 11.00
[0125] Further, the carbon footprint of the presently disclosed process (see
TABLE-US-00013 TABLE 13 Carbon footprint of the industrial and proposed technology for extraction and purification of chlorogenic acid. Kao Corporation Technology Proposed Technology Footprint Carbon Footprint Metric (kg CO.sub.2e) (kg CO.sub.2e) Feedstock Raw coffee 14-16/kg green Spent coffee 0 beans coffee powder beans Monomer SP-207 1.76/kg P2 0/kg Production benzene itaconic acid Recovery Elution on 0.06/kWh Batch 0.03/kWh column ultrasonic desorption Total Per g 3.32-3.36 Per g 0.07 chlorogenic chlorogenic acid acid
TABLE-US-00014 TABLE 14 Phenolic acids mixtures produced by different companies. Company Product name Assay Applied Food Sciences (Applied Food Sciences, Green Coffee 50% chlorogenic Green Coffee Extract, Applied Food Sciences. Extract acids, caffeine <4% (2022);https://appliedfoods.com/ingredients/gca/) NutraGreen (NutraGreen, Green Coffee bean Green Coffee Chlorogenic acids Extract Chlorogenic Acids, NutraGreen. (2022); bean extract 60%, 50%, 25% https://www.nutragreenbio.com/product/green- chlorogenic coffee-bean-extract-chlorogenic-acids) acids Euromed (Euromed, Artichoke Extracts, 2022; Artichoke Dry >15% https://www.euromedgroup.com/product- extract caffeoylquinic details/artichoke-leaf-cynara-scolymus-l/) acids; <4% caffeoylquinic acids Cymbio Pharma (Cymbio Pharma, Herbal Extracts, Green Coffee Chlorogenic acids Cymbio Pharma. (2022); Bean Extract in grades of 45%, https://www.cymbio.co.in/products/herbal- 50%, 60% extracts/) Flavour Trove (Flavour Trove, Human Health Care, Green Coffee 40-60% Flavour Trove. (2022); Extract (Coffee chlorogenic acid https://www.flavourtrove.com/(accessed Aug. Arabica) 17, 2023))
Conclusions
[0126] Extracting high commercial-value bioactive compounds, such as phenolic acids, from FW and non-food biomass is an attractive method to repurpose FW. However, the separation and downstream purification of the extracted compounds is challenging. As disclosed hereinabove, molecular imprinted polymers were synthesized to selectively separate the target phenolic acid compounds. HSPiP was used to screen 13 porogenic solvents and 28 monomers and THF was identified as the best solvent for polymer synthesis. Experimental investigations revealed that itaconic acid stands out as an efficient and green alternative, providing the highest separation factor for chlorogenic acid compared to previous studies. The selectivity of the optimized polymer (P2) was found to be chlorogenic acid>ferulic acid>caffeic acid>p-coumaric acid. Further, P2 is selective up to 1 mg/mL equal concentration acids mixture in DMF, which is much higher than in FW, offering a broader range of operations for the polymer and extending its utility beyond traditional analytical applications. Three distinct extraction solvents were evaluated, with ethanol providing the highest separation factor for chlorogenic acid, followed by DMF, and then water. IR was used to understand how P2 interacts with different solvents. The high swelling ratio in DMF indicates the possible collapse of selective pores. Its application to a real FW reveals successful extraction of up to 92% and 86% pure chlorogenic acid from coffee beans and potato peel waste, respectively.). The process of the present invention provides superior economic value and significantly less carbon emissions compared to conventional processes, such as disclosed in U.S. Pat. No. 8,309,150. The application of waste-derived monomer and feedstock assists in offsetting carbon emissions and drives circularity.