1
|
Carlone A, Nori V, Sinibaldi A, Pesciaioli F. Impact of Design of Experiments in the Optimisation of Catalytic Reactions in Academia. SYNTHESIS-STUTTGART 2022. [DOI: 10.1055/a-1736-6703] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
AbstractDesign of Experiments (DoE) is extensively and routinely used in industry; however, in recent decades, it has gained increasing interest from academia in organic synthesis. The use of chemometrics is an attractive strategy to find the real optimum in chemical reactions, especially when affected by several variables. DoE has been applied in a growing number of synthetic transformations over the years, where it undoubtedly helps in the process of optimisation, saving costs and time. This review concisely discusses the chemometric basis of Design of Experiments and highlights several examples in which DoE is applied in organic synthesis.1 Introduction2 Chemometric Basis of DoE3 DoE Applied in Catalysis: Selected Examples3.1 DoE in Metal Catalysis3.2 DoE in Biocatalysis3.3 DoE in Organocatalysis4 Conclusions
Collapse
|
2
|
He B, Tang F, Sun C, Su J, Wu B, Chen Y, Xiao Y, Zhang P, Tang K. Resolution of (R,S)-1-(4-methoxyphenyl)ethanol by lipase-catalyzed stereoselective transesterification and the process optimization. Chirality 2021; 34:438-445. [PMID: 34904761 DOI: 10.1002/chir.23402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 10/29/2021] [Accepted: 11/24/2021] [Indexed: 11/06/2022]
Abstract
An efficient lipase-catalyzed stereoselective transesterification reaction system was established for resolution of 1-(4-methoxyphenyl)ethanol (MOPE) enantiomers. A series of lipases were tested and compared. The immobilized lipase Novozym 40086 is selected as the best choice. The effects of organic solvent, acyl donor, time and temperature on substrate conversion (c), and optical purity of the remaining substrate (eeS ) were investigated. Response surface methodology and central composite design were employed to evaluate the effect of some important factors and to optimize the process. Under the optimized conditions including solvent of n-hexane, acyl donor of vinyl acetate, temperature of 35°C, substrate molar ratio of 1:6, enzyme dosage of 20 mg, and reaction time of 2.5 h, eeS of 99.87% with c of 56.71% is achieved. The use of alkane solvent and immobilized enzyme, the mild reaction conditions, and the reduced reaction time make the system promising in industrial application.
Collapse
Affiliation(s)
- Bingbing He
- Department of Chemistry and Chemical Engineering, Hunan Institute of Science and Technology, Yueyang, China
| | - Fengci Tang
- Department of Chemistry and Chemical Engineering, Hunan Institute of Science and Technology, Yueyang, China
| | - Chenrui Sun
- Department of Chemistry and Chemical Engineering, Hunan Institute of Science and Technology, Yueyang, China
| | - Jiahao Su
- Department of Chemistry and Chemical Engineering, Hunan Institute of Science and Technology, Yueyang, China
| | - Bingcheng Wu
- Department of Chemistry and Chemical Engineering, Hunan Institute of Science and Technology, Yueyang, China
| | - Yan Chen
- Department of Chemistry and Chemical Engineering, Hunan Institute of Science and Technology, Yueyang, China
| | - Yuquan Xiao
- Department of Chemistry and Chemical Engineering, Hunan Institute of Science and Technology, Yueyang, China
| | - Panliang Zhang
- Department of Chemistry and Chemical Engineering, Hunan Institute of Science and Technology, Yueyang, China
| | - Kewen Tang
- Department of Chemistry and Chemical Engineering, Hunan Institute of Science and Technology, Yueyang, China
| |
Collapse
|
3
|
Yuan X, Wang L, Zhang P, Xu W, Tang K. Enantioselective esterification of (R,S)-2-(4-methylphenyl) propionic acid via Novozym 435: Optimization and application. Chin J Chem Eng 2020. [DOI: 10.1016/j.cjche.2019.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
|
4
|
Zhang P, Cheng Q, Zeng L, Xu W, Yuan X, Tang K. Enzymatic enantioselective hydrolysis of 2-phenylpropionic acid ester: Experiment and simulation. Chem Eng Res Des 2019. [DOI: 10.1016/j.cherd.2019.07.026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
|
5
|
Zhang P, Cheng Q, Xu W, Tang K. Modeling and optimization of lipase-catalyzed hydrolysis for production of (S)-2-phenylbutyric acid enhanced by hydroxyethyl-β-cyclodextrin. Process Biochem 2019. [DOI: 10.1016/j.procbio.2019.05.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
6
|
Yuan X, Kang S, Zhang P, Xu W, Tang K. Experiment and simulation on kinetic resolution of (
R,S
)‐2‐chloromandelic acid by enzymatic transesterification. Biotechnol Prog 2019; 35:e2815. [DOI: 10.1002/btpr.2815] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2018] [Revised: 03/17/2019] [Accepted: 03/23/2019] [Indexed: 11/11/2022]
Affiliation(s)
- Xin Yuan
- Department of Chemistry and Chemical EngineeringHunan Institute of Science and Technology Yueyang Hunan China
| | - Shuangjian Kang
- Department of Chemistry and Chemical EngineeringHunan Institute of Science and Technology Yueyang Hunan China
| | - Panliang Zhang
- Department of Chemistry and Chemical EngineeringHunan Institute of Science and Technology Yueyang Hunan China
| | - Weifeng Xu
- Department of Chemistry and Chemical EngineeringHunan Institute of Science and Technology Yueyang Hunan China
| | - Kewen Tang
- Department of Chemistry and Chemical EngineeringHunan Institute of Science and Technology Yueyang Hunan China
| |
Collapse
|
7
|
Yuan X, Wang L, Liu G, Dai G, Tang K. Resolution of (
R
,
S
)‐ibuprofen catalyzed by immobilized Novozym40086 in organic phase. Chirality 2019; 31:445-456. [DOI: 10.1002/chir.23070] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Revised: 03/10/2019] [Accepted: 03/14/2019] [Indexed: 11/09/2022]
Affiliation(s)
- Xin Yuan
- Department of Chemistry and Chemical EngineeringHunan Institute of Science and Technology Yueyang China
| | - Lujun Wang
- Department of Chemistry and Chemical EngineeringHunan Institute of Science and Technology Yueyang China
| | - Guangyong Liu
- Department of Chemistry and Chemical EngineeringHunan Institute of Science and Technology Yueyang China
| | - Guilin Dai
- Department of Chemistry and Chemical EngineeringHunan Institute of Science and Technology Yueyang China
| | - Kewen Tang
- Department of Chemistry and Chemical EngineeringHunan Institute of Science and Technology Yueyang China
| |
Collapse
|
8
|
Cheng Q, Liu G, Zhang P, Xu W, Tang K. Lipase-catalyzed hydrolysis of (R,S)-2,3-diphenylpropionic methyl ester enhanced by hydroxypropyl-β-cyclodextrin. Biotechnol Prog 2018; 34:1355-1362. [PMID: 30281958 DOI: 10.1002/btpr.2716] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Revised: 08/09/2018] [Indexed: 01/06/2023]
Abstract
The enantioselective hydrolysis of (R,S)-2,3-diphenylpropionic methyl ester ((R,S)-2,3-2-PPAME) catalyzed by lipase to (R)-2,3-diphenylpropionic acid ((R)-2,3-2-PPA) was studied in an aqueous system. The catalytic effects of different types of lipase were compared, and Candida antarctica lipase A (CALA) with higher catalytic activity and enantioselectivity was selected. Hydroxypropyl-β-cyclodextrin (HP-β-CD) was added to the aqueous system to increase the solubility of 2,3-2-PPAME, which resulted in an increase of 35.56% in substrate conversion remaining the high enantiomeric excess. The factors influencing the substrate conversion and the optical purity of product such as temperature, pH, concentrations of CALA and HP-β-CD, substrate loading, and reaction time were optimized. The optimal conditions for this reaction were obtained, including pH of 5.5, 30 mg/mL CALA, 25 mmol/L HP-β-CD, 0.12 mmol substrate, temperature at 60 °C, agitation speed at 400 rpm, and 48 h for reaction time. Under these optimal conditions, the substrate conversion was up to 44.70% and the optical purity of the product (R)-2,3-2-PPA was up to 98.20%. This work provides an efficient alternative method for lipase-catalyzed enantioselective hydrolysis of 2,3-2-PPAME to (R)-2,3-2-PPA by β-cyclodextrin inclusion in an aqueous reaction system of hydrolysis. © 2018 American Institute of Chemical Engineers Biotechnol. Prog., 34:1355-1362, 2018.
Collapse
Affiliation(s)
- Qing Cheng
- Dept. of Chemistry and Chemical Engineering, Hunan Inst. of Science and Technology, Yueyang, Hunan, China
| | - Guangyong Liu
- Dept. of Chemistry and Chemical Engineering, Hunan Inst. of Science and Technology, Yueyang, Hunan, China
| | - Panliang Zhang
- Dept. of Chemistry and Chemical Engineering, Hunan Inst. of Science and Technology, Yueyang, Hunan, China
| | - Weifeng Xu
- Dept. of Chemistry and Chemical Engineering, Hunan Inst. of Science and Technology, Yueyang, Hunan, China
| | - Kewen Tang
- Dept. of Chemistry and Chemical Engineering, Hunan Inst. of Science and Technology, Yueyang, Hunan, China
| |
Collapse
|
9
|
Zhang PL, Cheng Q, Xu W, Tang KW. Enzymatic Enantioselective Hydrolysis of 2-(3-Chlorophenyl) Propionic Acid Ester Enhanced by PEG: Experiment and Optimization. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.8b02377] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Pan-Liang Zhang
- Department of Chemistry and Chemical Engineering, Hunan Institute of Science and Technology, Yueyang 414006, Hunan, China
| | - Qing Cheng
- Department of Chemistry and Chemical Engineering, Hunan Institute of Science and Technology, Yueyang 414006, Hunan, China
| | - Weifeng Xu
- Department of Chemistry and Chemical Engineering, Hunan Institute of Science and Technology, Yueyang 414006, Hunan, China
| | - Ke-Wen Tang
- Department of Chemistry and Chemical Engineering, Hunan Institute of Science and Technology, Yueyang 414006, Hunan, China
| |
Collapse
|
10
|
Kamble MP, Chaudhari SA, Singhal RS, Yadav GD. Synergism of microwave irradiation and enzyme catalysis in kinetic resolution of (R,S) -1-phenylethanol by cutinase from novel isolate Fusarium ICT SAC1. Biochem Eng J 2017. [DOI: 10.1016/j.bej.2016.09.007] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
|
11
|
Agustian J, Harun Kamaruddin A. The Reaction Mechanism and Kinetics Data of Racemic Atenolol Kinetic Resolution via Enzymatic Transesterification Process Using Free Pseudomonas fluorescence
Lipase. INT J CHEM KINET 2016. [DOI: 10.1002/kin.20986] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Joni Agustian
- Department of Chemical Engineering; Universitas Lampung; Bandar Lampung 35145 Lampung Indonesia
| | - Azlina Harun Kamaruddin
- School of Chemical Engineering; Universiti Sains Malaysia; 14300 Nibong Tebal, Seberang Perai Selatan Penang Malaysia
| |
Collapse
|
12
|
Towards a green enantiomeric esterification of R/S-ketoprofen: A theoretical and experimental investigation. ACTA ACUST UNITED AC 2015. [DOI: 10.1016/j.molcatb.2015.05.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
|
13
|
Renzi P, Kronig C, Carlone A, Eröksüz S, Berkessel A, Bella M. Kinetic Resolution of Oxazinones: Rational Exploration of Chemical Space through the Design of Experiments. Chemistry 2014; 20:11768-75. [DOI: 10.1002/chem.201402380] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2014] [Indexed: 11/07/2022]
|
14
|
Xiao P, Zhang A, Zheng L, Song Y. Straightforward Enzyme-Catalyzed Asymmetric Synthesis of Caffeic Acid Esters in Enantioenriched Form. Ind Eng Chem Res 2014. [DOI: 10.1021/ie5010477] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Peiliang Xiao
- College
of Life Sciences, Key Laboratory for Molecular Enzymology and Engineering
of Ministry of Education, Jilin University, Changchun 130012, People’s Republic of China
| | - Aijun Zhang
- College
of Life Sciences, Key Laboratory for Molecular Enzymology and Engineering
of Ministry of Education, Jilin University, Changchun 130012, People’s Republic of China
| | - Liangyu Zheng
- College
of Life Sciences, Key Laboratory for Molecular Enzymology and Engineering
of Ministry of Education, Jilin University, Changchun 130012, People’s Republic of China
| | - Yanqiu Song
- The
First Hospital, Jilin University, Changchun 130012, People’s Republic of China
| |
Collapse
|
15
|
Mesas-Sánchez L, Díaz-Álvarez AE, Koukal P, Dinér P. Kinetic resolution of 2-hydroxy-2-aryl-ethylphosphonates by a non-enzymatic acylation catalyst. Tetrahedron 2014. [DOI: 10.1016/j.tet.2014.03.102] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
16
|
Devendran S, Yadav GD. Lipase-catalyzed kinetic resolution of (±)-1-(2-furyl) ethanol in nonaqueous media. Chirality 2014; 26:286-92. [PMID: 24733779 DOI: 10.1002/chir.22317] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2013] [Accepted: 02/03/2014] [Indexed: 12/20/2022]
Abstract
S-1-(2-Furyl) ethanol serves as an important chiral building block for the preparation of various natural products, fine chemicals, and is widely used in the chemical and pharmaceutical industries. In this work, lipase-catalyzed kinetic resolution of (R/S)-1-(2-furyl) ethanol using different acyl donors was investigated. Vinyl esters are good acyl donors vis-à-vis alkyl esters for kinetic resolution. Among them, vinyl acetate was found to be the best acyl donor. Different immobilized lipases such as Rhizomucor miehei lipase, Thermomyces lanuginosus lipase, and Candida antarctica lipase B were evaluated for this reaction, among which C. antarctica lipase B, immobilized on acrylic resin (Novozym 435), was found to be the best catalyst in n-heptane as solvent. The effect of various parameters was studied in a systematic manner. Maximum conversion of 47% and enantiomeric excess of the substrate (ees ) of 89% were obtained in 2 h using 5 mg of enzyme loading with an equimolar ratio of alcohol to vinyl acetate at 60 °C at a speed of 300 rpm in a batch reactor. From the analysis of progress curve and initial rate data, it was concluded that the reaction followed the ordered bi-bi mechanism with dead-end ester inhibition. Kinetic parameters were obtained by using nonlinear regression. This process is more economical, green, and easily scalable than the chemical processes.
Collapse
Affiliation(s)
- Saravanan Devendran
- Department of Chemical Engineering, Institute of Chemical Technology, Nathalal Parekh Marg, Mumbai-400019, India
| | | |
Collapse
|
17
|
Ren L, Xu T, He R, Jiang Z, Zhou H, Wei P. A green resolution–separation process for aliphatic secondary alcohols. ACTA ACUST UNITED AC 2013. [DOI: 10.1016/j.tetasy.2013.01.018] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
|
18
|
Yadav GD, Thorat PA. Microwave assisted lipase catalyzed synthesis of isoamyl myristate in solvent-free system. ACTA ACUST UNITED AC 2012. [DOI: 10.1016/j.molcatb.2012.06.011] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
19
|
A kinetic and thermodynamic study of the lipase-catalyzed remote resolution of a chiral tertiary alcohol. Biochem Eng J 2012. [DOI: 10.1016/j.bej.2012.04.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|