共 37 条
Engineering D-allulose 3-epimerase from Clostridium cellulolyticum for improved thermostability using directed evolution facilitated by a nonenzymatic colorimetric screening assay
被引:8
作者:

Chen, Jiajun
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China
Jiangnan Univ, Int Joint Lab Food Safety, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China

Huang, Zhaolin
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China
Jiangnan Univ, Int Joint Lab Food Safety, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China

Shi, Ting
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Tianjin Inst Ind Biotechnol, Tianjin 300308, Peoples R China Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China

Ni, Dawei
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China
Jiangnan Univ, Int Joint Lab Food Safety, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China

Zhu, Yingying
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China
Jiangnan Univ, Int Joint Lab Food Safety, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China

Xu, Wei
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China
Jiangnan Univ, Int Joint Lab Food Safety, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China

Zhang, Wenli
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China
Jiangnan Univ, Int Joint Lab Food Safety, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China

Mu, Wanmeng
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China
Jiangnan Univ, Int Joint Lab Food Safety, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China
机构:
[1] Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China
[2] Jiangnan Univ, Int Joint Lab Food Safety, Wuxi 214122, Jiangsu, Peoples R China
[3] Chinese Acad Sci, Tianjin Inst Ind Biotechnol, Tianjin 300308, Peoples R China
来源:
基金:
中国国家自然科学基金;
关键词:
D-allulose;
3-epimerase;
Nonenzymatic colorimetric assay;
Protein engineering;
D O I:
10.1016/j.fbio.2023.102607
中图分类号:
TS2 [食品工业];
学科分类号:
0832 ;
摘要:
D-Allulose 3-epimerase (DAEase) is a biocatalyst of concern for D-allulose enzymatic synthesis; however, it exhibits comparatively low thermal stability. To facilitate the directed evolution of DAEase, a nonenzymatic colorimetric assay was developed for high-throughput screening of enhanced DAEase mutants. One desirable mutant, MT4 (S38F/F42N/A70P/T119P), was screened based on purifying selection of the randomly mutagenesis library and positive screening of the randomly shuffled library. Compared to the wild-type, the combinational mutant MT4 had higher catalytic activity (1.23-fold) and showed 5, 6.2, and 6.92 degrees C increases in Topt, T50, and Tm values, respectively. Furthermore, at 60 degrees C, the t1/2 value of mutant MT4 was 7.30nullh, exhibiting an 11.4-fold increase in comparison to the wild-type. When the mutant MT4 was used in D-allulose production, the yield reached 28.3%, higher than the 25.1% achieved by the wild-type. Dynamic property and structural change analysis demonstrated that the enhanced properties of mutant MT4 were largely attributed to the beta 4-alpha 4 loop rigidification and active-site tunnel entrance constriction. This work expands the industrial application value of DAEase and provides a robust method as the basis for further protein engineering to achieve better performance of this enzyme.
引用
收藏
页数:7
相关论文
共 37 条
[1]
Biosensor-based enzyme engineering approach applied to psicose biosynthesis
[J].
Armetta, Jeremy
;
Berthome, Rose
;
Cros, Antonin
;
Pophillat, Celine
;
Colombo, Bruno Maria
;
Pandi, Amir
;
Grigoras, Ioana
.
SYNTHETIC BIOLOGY,
2019, 4 (01)

Armetta, Jeremy
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Paris Saclay, Univ Evry, CNRS, CEA,Inst Francios Jacob,iSSB,UMR8030 Genom Metab, Genopole Campus 1,Bat 6,5 Rue Henri Desbrueres, F-91030 Evry, France Univ Paris Saclay, Univ Evry, CNRS, CEA,Inst Francios Jacob,iSSB,UMR8030 Genom Metab, Genopole Campus 1,Bat 6,5 Rue Henri Desbrueres, F-91030 Evry, France

Berthome, Rose
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Paris Saclay, Univ Evry, CNRS, CEA,Inst Francios Jacob,iSSB,UMR8030 Genom Metab, Genopole Campus 1,Bat 6,5 Rue Henri Desbrueres, F-91030 Evry, France Univ Paris Saclay, Univ Evry, CNRS, CEA,Inst Francios Jacob,iSSB,UMR8030 Genom Metab, Genopole Campus 1,Bat 6,5 Rue Henri Desbrueres, F-91030 Evry, France

Cros, Antonin
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Paris Saclay, Univ Evry, CNRS, CEA,Inst Francios Jacob,iSSB,UMR8030 Genom Metab, Genopole Campus 1,Bat 6,5 Rue Henri Desbrueres, F-91030 Evry, France Univ Paris Saclay, Univ Evry, CNRS, CEA,Inst Francios Jacob,iSSB,UMR8030 Genom Metab, Genopole Campus 1,Bat 6,5 Rue Henri Desbrueres, F-91030 Evry, France

Pophillat, Celine
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Paris Saclay, Univ Evry, CNRS, CEA,Inst Francios Jacob,iSSB,UMR8030 Genom Metab, Genopole Campus 1,Bat 6,5 Rue Henri Desbrueres, F-91030 Evry, France Univ Paris Saclay, Univ Evry, CNRS, CEA,Inst Francios Jacob,iSSB,UMR8030 Genom Metab, Genopole Campus 1,Bat 6,5 Rue Henri Desbrueres, F-91030 Evry, France

Colombo, Bruno Maria
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Paris Saclay, Univ Evry, CNRS, CEA,Inst Francios Jacob,iSSB,UMR8030 Genom Metab, Genopole Campus 1,Bat 6,5 Rue Henri Desbrueres, F-91030 Evry, France Univ Paris Saclay, Univ Evry, CNRS, CEA,Inst Francios Jacob,iSSB,UMR8030 Genom Metab, Genopole Campus 1,Bat 6,5 Rue Henri Desbrueres, F-91030 Evry, France

Pandi, Amir
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Paris Saclay, AgroParisTech, INRA, Micalis Inst, F-78350 Jouy En Josas, France Univ Paris Saclay, Univ Evry, CNRS, CEA,Inst Francios Jacob,iSSB,UMR8030 Genom Metab, Genopole Campus 1,Bat 6,5 Rue Henri Desbrueres, F-91030 Evry, France

Grigoras, Ioana
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Paris Saclay, Univ Evry, CNRS, CEA,Inst Francios Jacob,iSSB,UMR8030 Genom Metab, Genopole Campus 1,Bat 6,5 Rue Henri Desbrueres, F-91030 Evry, France Univ Paris Saclay, Univ Evry, CNRS, CEA,Inst Francios Jacob,iSSB,UMR8030 Genom Metab, Genopole Campus 1,Bat 6,5 Rue Henri Desbrueres, F-91030 Evry, France
[2]
Intense neutral drifts yield robust and evolvable consensus proteins
[J].
Bershtein, Shimon
;
Goldin, Korina
;
Tawfik, Dan S.
.
JOURNAL OF MOLECULAR BIOLOGY,
2008, 379 (05)
:1029-1044

论文数: 引用数:
h-index:
机构:

Goldin, Korina
论文数: 0 引用数: 0
h-index: 0
机构:
Weizmann Inst Sci, Dept Biol Chem, IL-76100 Rehovot, Israel Weizmann Inst Sci, Dept Biol Chem, IL-76100 Rehovot, Israel

Tawfik, Dan S.
论文数: 0 引用数: 0
h-index: 0
机构:
Weizmann Inst Sci, Dept Biol Chem, IL-76100 Rehovot, Israel Weizmann Inst Sci, Dept Biol Chem, IL-76100 Rehovot, Israel
[3]
Protein stability promotes evolvability
[J].
Bloom, JD
;
Labthavikul, ST
;
Otey, CR
;
Arnold, FH
.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA,
2006, 103 (15)
:5869-5874

Bloom, JD
论文数: 0 引用数: 0
h-index: 0
机构:
CALTECH, Div Chem & Chem Engn, Pasadena, CA 91125 USA CALTECH, Div Chem & Chem Engn, Pasadena, CA 91125 USA

Labthavikul, ST
论文数: 0 引用数: 0
h-index: 0
机构:
CALTECH, Div Chem & Chem Engn, Pasadena, CA 91125 USA CALTECH, Div Chem & Chem Engn, Pasadena, CA 91125 USA

Otey, CR
论文数: 0 引用数: 0
h-index: 0
机构:
CALTECH, Div Chem & Chem Engn, Pasadena, CA 91125 USA CALTECH, Div Chem & Chem Engn, Pasadena, CA 91125 USA

Arnold, FH
论文数: 0 引用数: 0
h-index: 0
机构:
CALTECH, Div Chem & Chem Engn, Pasadena, CA 91125 USA CALTECH, Div Chem & Chem Engn, Pasadena, CA 91125 USA
[4]
Directed Divergent Evolution of a Thermostable D-Tagatose Epimerase towards Improved Activity for Two Hexose Substrates
[J].
Bosshart, Andreas
;
Hee, Chee Seng
;
Bechtold, Matthias
;
Schirmer, Tilman
;
Panke, Sven
.
CHEMBIOCHEM,
2015, 16 (04)
:592-601

Bosshart, Andreas
论文数: 0 引用数: 0
h-index: 0
机构:
Swiss Fed Inst Technol, Dept Biosyst Sci & Engn, CH-4058 Basel, Switzerland Swiss Fed Inst Technol, Dept Biosyst Sci & Engn, CH-4058 Basel, Switzerland

论文数: 引用数:
h-index:
机构:

Bechtold, Matthias
论文数: 0 引用数: 0
h-index: 0
机构:
Swiss Fed Inst Technol, Dept Biosyst Sci & Engn, CH-4058 Basel, Switzerland Swiss Fed Inst Technol, Dept Biosyst Sci & Engn, CH-4058 Basel, Switzerland

Schirmer, Tilman
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Basel, Biozentrum, Focal Area Struct Biol & Biophys, CH-4056 Basel, Switzerland Swiss Fed Inst Technol, Dept Biosyst Sci & Engn, CH-4058 Basel, Switzerland

Panke, Sven
论文数: 0 引用数: 0
h-index: 0
机构:
Swiss Fed Inst Technol, Dept Biosyst Sci & Engn, CH-4058 Basel, Switzerland Swiss Fed Inst Technol, Dept Biosyst Sci & Engn, CH-4058 Basel, Switzerland
[5]
Systematic Optimization of Interface Interactions Increases the Thermostability of a Multimeric Enzyme
[J].
Bosshart, Andreas
;
Panke, Sven
;
Bechtold, Matthias
.
ANGEWANDTE CHEMIE-INTERNATIONAL EDITION,
2013, 52 (37)
:9673-9676

Bosshart, Andreas
论文数: 0 引用数: 0
h-index: 0
机构:
Swiss Fed Inst Technol, Bioproc Lab, Dept Biosyst Sci & Engn, CH-4058 Basel, Switzerland Swiss Fed Inst Technol, Bioproc Lab, Dept Biosyst Sci & Engn, CH-4058 Basel, Switzerland

Panke, Sven
论文数: 0 引用数: 0
h-index: 0
机构:
Swiss Fed Inst Technol, Bioproc Lab, Dept Biosyst Sci & Engn, CH-4058 Basel, Switzerland Swiss Fed Inst Technol, Bioproc Lab, Dept Biosyst Sci & Engn, CH-4058 Basel, Switzerland

Bechtold, Matthias
论文数: 0 引用数: 0
h-index: 0
机构:
Swiss Fed Inst Technol, Bioproc Lab, Dept Biosyst Sci & Engn, CH-4058 Basel, Switzerland Swiss Fed Inst Technol, Bioproc Lab, Dept Biosyst Sci & Engn, CH-4058 Basel, Switzerland
[6]
Computer-Aided Targeted Mutagenesis of Thermoclostridium caenicola D-Allulose 3-Epimerase for Improved Thermostability
[J].
Chen, Jiajun
;
Chen, Ding
;
Chen, Qiuming
;
Xu, Wei
;
Zhang, Wenli
;
Mu, Wanmeng
.
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY,
2022, 70 (06)
:1943-1951

Chen, Jiajun
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China

Chen, Ding
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China

Chen, Qiuming
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China

Xu, Wei
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China

Zhang, Wenli
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China

Mu, Wanmeng
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China
Jiangnan Univ, Int Joint Lab Food Safety, Wuxi 214122, Jiangsu, Peoples R China Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Jiangsu, Peoples R China
[7]
Recent Advances Regarding the Physiological Functions and Biosynthesis of D-Allulose
[J].
Chen, Zhou
;
Gao, Xiao-Dong
;
Li, Zijie
.
FRONTIERS IN MICROBIOLOGY,
2022, 13

Chen, Zhou
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, Sch Biotechnol, Key Lab Carbohydrate Chem & Biotechnol, Minist Educ, Wuxi, Peoples R China Jiangnan Univ, Sch Biotechnol, Key Lab Carbohydrate Chem & Biotechnol, Minist Educ, Wuxi, Peoples R China

Gao, Xiao-Dong
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, Sch Biotechnol, Key Lab Carbohydrate Chem & Biotechnol, Minist Educ, Wuxi, Peoples R China Jiangnan Univ, Sch Biotechnol, Key Lab Carbohydrate Chem & Biotechnol, Minist Educ, Wuxi, Peoples R China

Li, Zijie
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, Sch Biotechnol, Key Lab Carbohydrate Chem & Biotechnol, Minist Educ, Wuxi, Peoples R China Jiangnan Univ, Sch Biotechnol, Key Lab Carbohydrate Chem & Biotechnol, Minist Educ, Wuxi, Peoples R China
[8]
Improvement in the Thermostability of D-Psicose 3-Epimerase from Agrobacterium tumefaciens by Random and Site-Directed Mutagenesis
[J].
Choi, Jin-Geun
;
Ju, Yo-Han
;
Yeom, Soo-Jin
;
Oh, Deok-Kun
.
APPLIED AND ENVIRONMENTAL MICROBIOLOGY,
2011, 77 (20)
:7316-7320

Choi, Jin-Geun
论文数: 0 引用数: 0
h-index: 0
机构:
Konkuk Univ, Dept Biosci & Biotechnol, Seoul 143701, South Korea Konkuk Univ, Dept Biosci & Biotechnol, Seoul 143701, South Korea

Ju, Yo-Han
论文数: 0 引用数: 0
h-index: 0
机构:
Konkuk Univ, Dept Biosci & Biotechnol, Seoul 143701, South Korea Konkuk Univ, Dept Biosci & Biotechnol, Seoul 143701, South Korea

Yeom, Soo-Jin
论文数: 0 引用数: 0
h-index: 0
机构:
Konkuk Univ, Dept Biosci & Biotechnol, Seoul 143701, South Korea Konkuk Univ, Dept Biosci & Biotechnol, Seoul 143701, South Korea

Oh, Deok-Kun
论文数: 0 引用数: 0
h-index: 0
机构:
Konkuk Univ, Dept Biosci & Biotechnol, Seoul 143701, South Korea Konkuk Univ, Dept Biosci & Biotechnol, Seoul 143701, South Korea
[9]
Neutral Genetic Drift-Based Engineering of a Sucrose -Utilizing Enzyme toward Glycodiversification
[J].
Daude, David
;
Verges, Alizee
;
Cambon, Emmanuelle
;
Emond, Stephane
;
Tranier, Samuel
;
Andre, Isabelle
;
Remaud-Simeon, Magali
.
ACS CATALYSIS,
2019, 9 (02)
:1241-1252

Daude, David
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Toulouse, LISBP, CNRS, INRA,INSA, 135 Ave Rangueil, F-31077 Toulouse 04, France Univ Toulouse, LISBP, CNRS, INRA,INSA, 135 Ave Rangueil, F-31077 Toulouse 04, France

Verges, Alizee
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Toulouse, LISBP, CNRS, INRA,INSA, 135 Ave Rangueil, F-31077 Toulouse 04, France Univ Toulouse, LISBP, CNRS, INRA,INSA, 135 Ave Rangueil, F-31077 Toulouse 04, France

Cambon, Emmanuelle
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Toulouse, LISBP, CNRS, INRA,INSA, 135 Ave Rangueil, F-31077 Toulouse 04, France Univ Toulouse, LISBP, CNRS, INRA,INSA, 135 Ave Rangueil, F-31077 Toulouse 04, France

Emond, Stephane
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Toulouse, LISBP, CNRS, INRA,INSA, 135 Ave Rangueil, F-31077 Toulouse 04, France Univ Toulouse, LISBP, CNRS, INRA,INSA, 135 Ave Rangueil, F-31077 Toulouse 04, France

Tranier, Samuel
论文数: 0 引用数: 0
h-index: 0
机构:
univ Paul Sabatier, Univ Toulouse, Inst Pharmacol & Biol Struct, Dept Biophys Struct,CNRS, F-31077 Toulouse, France Univ Toulouse, LISBP, CNRS, INRA,INSA, 135 Ave Rangueil, F-31077 Toulouse 04, France

Andre, Isabelle
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Toulouse, LISBP, CNRS, INRA,INSA, 135 Ave Rangueil, F-31077 Toulouse 04, France Univ Toulouse, LISBP, CNRS, INRA,INSA, 135 Ave Rangueil, F-31077 Toulouse 04, France

Remaud-Simeon, Magali
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Toulouse, LISBP, CNRS, INRA,INSA, 135 Ave Rangueil, F-31077 Toulouse 04, France Univ Toulouse, LISBP, CNRS, INRA,INSA, 135 Ave Rangueil, F-31077 Toulouse 04, France
[10]
Enhancing the thermostability of D-allulose 3-epimerase from Clostridium cellulolyticum H10 via a dual-enzyme screening system
[J].
Feng, Yun
;
Pu, Zhongji
;
Zhu, Li
;
Wu, Mianbin
;
Yang, Lirong
;
Yu, Haoran
;
Lin, Jianping
.
ENZYME AND MICROBIAL TECHNOLOGY,
2022, 159

Feng, Yun
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Chem & Biol Engn, Key Lab Biomass Chem Engn, Minist Educ, Hangzhou 310027, Peoples R China Zhejiang Univ, Coll Chem & Biol Engn, Key Lab Biomass Chem Engn, Minist Educ, Hangzhou 310027, Peoples R China

Pu, Zhongji
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Hangzhou Global Sci & Technol Innovat Ctr, Hangzhou 311200, Peoples R China Zhejiang Univ, Coll Chem & Biol Engn, Key Lab Biomass Chem Engn, Minist Educ, Hangzhou 310027, Peoples R China

Zhu, Li
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Chem & Biol Engn, Key Lab Biomass Chem Engn, Minist Educ, Hangzhou 310027, Peoples R China Zhejiang Univ, Coll Chem & Biol Engn, Key Lab Biomass Chem Engn, Minist Educ, Hangzhou 310027, Peoples R China

Wu, Mianbin
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Chem & Biol Engn, Key Lab Biomass Chem Engn, Minist Educ, Hangzhou 310027, Peoples R China Zhejiang Univ, Coll Chem & Biol Engn, Key Lab Biomass Chem Engn, Minist Educ, Hangzhou 310027, Peoples R China

Yang, Lirong
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Chem & Biol Engn, Key Lab Biomass Chem Engn, Minist Educ, Hangzhou 310027, Peoples R China
Zhejiang Univ, Hangzhou Global Sci & Technol Innovat Ctr, Hangzhou 311200, Peoples R China Zhejiang Univ, Coll Chem & Biol Engn, Key Lab Biomass Chem Engn, Minist Educ, Hangzhou 310027, Peoples R China

Yu, Haoran
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Chem & Biol Engn, Key Lab Biomass Chem Engn, Minist Educ, Hangzhou 310027, Peoples R China
Zhejiang Univ, Hangzhou Global Sci & Technol Innovat Ctr, Hangzhou 311200, Peoples R China Zhejiang Univ, Coll Chem & Biol Engn, Key Lab Biomass Chem Engn, Minist Educ, Hangzhou 310027, Peoples R China

Lin, Jianping
论文数: 0 引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Chem & Biol Engn, Key Lab Biomass Chem Engn, Minist Educ, Hangzhou 310027, Peoples R China Zhejiang Univ, Coll Chem & Biol Engn, Key Lab Biomass Chem Engn, Minist Educ, Hangzhou 310027, Peoples R China