共 41 条
Enhancing the thermostability of D-allulose 3-epimerase from Clostridium cellulolyticum H10 via a dual-enzyme screening system
被引:12
作者:

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
机构:
[1] Zhejiang Univ, Coll Chem & Biol Engn, Key Lab Biomass Chem Engn, Minist Educ, Hangzhou 310027, Peoples R China
[2] Zhejiang Univ, Hangzhou Global Sci & Technol Innovat Ctr, Hangzhou 311200, Peoples R China
关键词:
D-allulose;
3-epimerase;
High-throughput screening;
Thermostability;
Molecular dynamics simulations;
D-PSICOSE;
3-EPIMERASE;
CRYSTAL-STRUCTURES;
D-FRUCTOSE;
SUGAR;
CONVERSION;
CLONING;
D O I:
10.1016/j.enzmictec.2022.110054
中图分类号:
Q81 [生物工程学(生物技术)];
Q93 [微生物学];
学科分类号:
071005 ;
0836 ;
090102 ;
100705 ;
摘要:
D-Allulose 3-epimerase (DAE) is promising to be used for the production of the rare sugar D-allulose in industry. However, the poor thermostability and low catalytic efficiency limited its large-scale industrial applications. A dual-enzyme screening method was developed to measure the activity of the D-allulose 3-epimerase from Clostridium cellulolyticum H10 by employing a xylose isomerase, enabling high-throughput screening of mutants with higher thermostability. After two rounds of directed evolution, the H56R, Q277R, H56R/Q277R and H56R/ Q277R/S293R variants were obtained with 1.9, 1.8, 3.5 and 7.1 ? improvement in T-50(5) , the temperature at which the enzyme activity becomes half of the original after the 5 min treatment and 3.1-, 4.2-, 4.4-and 9.47-fold improvement in the half life at 60 ?, respectively, compared with the wild-type enzyme. Among them, triple mutant H56R/Q277R/S293R showed significant improvement in k(cat)/K-m compared to the wild type enzyme. Molecular dynamics simulations provided the insights into improving the thermostability by three arginine mutations. The research will aid the development of industrial biocatalysts for the production of D-allulose.
引用
收藏
页数:11
相关论文
共 41 条
[1]
A novel spectrophotometric method based on Seliwanoff test to determine 5-(Hydroxymethyl) furfural (HMF) in honey: Development, in house validation and application
[J].
Besir, Aysegul
;
Yazici, Fehmi
;
Mortas, Mustafa
;
Gul, Osman
.
LWT-FOOD SCIENCE AND TECHNOLOGY,
2021, 139

Besir, Aysegul
论文数: 0 引用数: 0
h-index: 0
机构:
Ondokuz Mayis Univ, Dept Food Engn, Fac Engn, TR-55139 Samsun, Turkey Ondokuz Mayis Univ, Dept Food Engn, Fac Engn, TR-55139 Samsun, Turkey

Yazici, Fehmi
论文数: 0 引用数: 0
h-index: 0
机构:
Ondokuz Mayis Univ, Dept Food Engn, Fac Engn, TR-55139 Samsun, Turkey Ondokuz Mayis Univ, Dept Food Engn, Fac Engn, TR-55139 Samsun, Turkey

Mortas, Mustafa
论文数: 0 引用数: 0
h-index: 0
机构:
Ondokuz Mayis Univ, Dept Food Engn, Fac Engn, TR-55139 Samsun, Turkey Ondokuz Mayis Univ, Dept Food Engn, Fac Engn, TR-55139 Samsun, Turkey

Gul, Osman
论文数: 0 引用数: 0
h-index: 0
机构:
Kastamonu Univ, Dept Food Engn, Fac Engn & Architecture, TR-37200 Kastamonu, Turkey Ondokuz Mayis Univ, Dept Food Engn, Fac Engn, TR-55139 Samsun, Turkey
[2]
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
[3]
Crystal structures of D-psicose 3-epimerase from Clostridium cellulolyticum H10 and its complex with ketohexose sugars
[J].
Chan, Hsiu-Chien
;
Zhu, Yueming
;
Hu, Yumei
;
Ko, Tzu-Ping
;
Huang, Chun-Hsiang
;
Ren, Feifei
;
Chen, Chun-Chi
;
Ma, Yanhe
;
Guo, Rey-Ting
;
Sun, Yuanxia
.
PROTEIN & CELL,
2012, 3 (02)
:123-131

Chan, Hsiu-Chien
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China

Zhu, Yueming
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China

Hu, Yumei
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China

Ko, Tzu-Ping
论文数: 0 引用数: 0
h-index: 0
机构:
Acad Sinica, Inst Biol Chem, Taipei 115, Taiwan Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China

Huang, Chun-Hsiang
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China

Ren, Feifei
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China

Chen, Chun-Chi
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Microbiol, CAS Key Lab Pathogen Microbiol & Immunol, Beijing 100101, Peoples R China Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China

Ma, Yanhe
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China

Guo, Rey-Ting
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China

Sun, Yuanxia
论文数: 0 引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China Chinese Acad Sci, Inst Ind Biotechnol, Ind Enzymes Natl Engn Lab, Tianjin 300308, Peoples R China
[4]
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
[5]
MUSCLE: multiple sequence alignment with high accuracy and high throughput
[J].
Edgar, RC
.
NUCLEIC ACIDS RESEARCH,
2004, 32 (05)
:1792-1797

Edgar, RC
论文数: 0 引用数: 0
h-index: 0
机构: Mill Valley, CA 94941
[6]
Izumoring:: A novel and complete strategy for bioproduction of rare sugars
[J].
Granström, TB
;
Takata, G
;
Tokuda, M
;
Izumori, K
.
JOURNAL OF BIOSCIENCE AND BIOENGINEERING,
2004, 97 (02)
:89-94

Granström, TB
论文数: 0 引用数: 0
h-index: 0
机构:
Kagawa Univ, Rare Sugar Res Ctr, Kagawa 7610795, Japan Kagawa Univ, Rare Sugar Res Ctr, Kagawa 7610795, Japan

Takata, G
论文数: 0 引用数: 0
h-index: 0
机构:
Kagawa Univ, Rare Sugar Res Ctr, Kagawa 7610795, Japan Kagawa Univ, Rare Sugar Res Ctr, Kagawa 7610795, Japan

Tokuda, M
论文数: 0 引用数: 0
h-index: 0
机构:
Kagawa Univ, Rare Sugar Res Ctr, Kagawa 7610795, Japan Kagawa Univ, Rare Sugar Res Ctr, Kagawa 7610795, Japan

Izumori, K
论文数: 0 引用数: 0
h-index: 0
机构:
Kagawa Univ, Rare Sugar Res Ctr, Kagawa 7610795, Japan Kagawa Univ, Rare Sugar Res Ctr, Kagawa 7610795, Japan
[7]
Rare sugar D-allulose: Potential role and therapeutic monitoring in maintaining obesity and type 2 diabetes mellitus
[J].
Hossain, Akram
;
Yamaguchi, Fuminori
;
Matsuo, Tatsuhiro
;
Tsukamoto, Ikuko
;
Toyoda, Yukiyasu
;
Ogawa, Masahiro
;
Nagata, Yasuo
;
Tokuda, Masaaki
.
PHARMACOLOGY & THERAPEUTICS,
2015, 155
:49-59

Hossain, Akram
论文数: 0 引用数: 0
h-index: 0
机构:
Kagawa Univ, Dept Cell Physiol, Fac Med, Miki, Kagawa 7610793, Japan Kagawa Univ, Dept Cell Physiol, Fac Med, Miki, Kagawa 7610793, Japan

Yamaguchi, Fuminori
论文数: 0 引用数: 0
h-index: 0
机构:
Kagawa Univ, Dept Cell Physiol, Fac Med, Miki, Kagawa 7610793, Japan Kagawa Univ, Dept Cell Physiol, Fac Med, Miki, Kagawa 7610793, Japan

Matsuo, Tatsuhiro
论文数: 0 引用数: 0
h-index: 0
机构:
Kagawa Univ, Fac Agr, Miki, Kagawa 7610795, Japan Kagawa Univ, Dept Cell Physiol, Fac Med, Miki, Kagawa 7610793, Japan

Tsukamoto, Ikuko
论文数: 0 引用数: 0
h-index: 0
机构:
Kagawa Univ, Dept Pharmacobioinformat, Fac Med, Miki, Kagawa 7610793, Japan Kagawa Univ, Dept Cell Physiol, Fac Med, Miki, Kagawa 7610793, Japan

Toyoda, Yukiyasu
论文数: 0 引用数: 0
h-index: 0
机构:
Meijo Univ, Fac Pharm, Dept Pathobiochem, Tempaku Ku, Nagoya, Aichi 468, Japan Kagawa Univ, Dept Cell Physiol, Fac Med, Miki, Kagawa 7610793, Japan

Ogawa, Masahiro
论文数: 0 引用数: 0
h-index: 0
机构:
Kagawa Univ, Dept Appl Biol Sci, Fac Agr, Miki, Kagawa 76100795, Japan Kagawa Univ, Dept Cell Physiol, Fac Med, Miki, Kagawa 7610793, Japan

Nagata, Yasuo
论文数: 0 引用数: 0
h-index: 0
机构:
Nagasaki Univ, Dept Nutr, Nagoya, Nagasaki 8592195, Japan Kagawa Univ, Dept Cell Physiol, Fac Med, Miki, Kagawa 7610793, Japan

论文数: 引用数:
h-index:
机构:
[8]
A NEW ENZYME, D-KETOHEXOSE 3-EPIMERASE, FROM PSEUDOMONAS SP ST-24
[J].
IZUMORI, K
;
KHAN, AR
;
OKAYA, H
;
TSUMURA, T
.
BIOSCIENCE BIOTECHNOLOGY AND BIOCHEMISTRY,
1993, 57 (06)
:1037-1039

IZUMORI, K
论文数: 0 引用数: 0
h-index: 0

KHAN, AR
论文数: 0 引用数: 0
h-index: 0

OKAYA, H
论文数: 0 引用数: 0
h-index: 0

TSUMURA, T
论文数: 0 引用数: 0
h-index: 0
[9]
A D-psicose 3-epimerase with neutral pH optimum from Clostridium bolteae for D-psicose production: cloning, expression, purification, and characterization
[J].
Jia, Min
;
Mu, Wanmeng
;
Chu, Feifei
;
Zhang, Xiaoming
;
Jiang, Bo
;
Zhou, Liuming Leon
;
Zhang, Tao
.
APPLIED MICROBIOLOGY AND BIOTECHNOLOGY,
2014, 98 (02)
:717-725

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

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

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

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

Zhou, Liuming Leon
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Peoples R China
Roquette Amer, Keokuk, IA 52632 USA Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Peoples R China

Zhang, Tao
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Peoples R China Jiangnan Univ, State Key Lab Food Sci & Technol, Wuxi 214122, Peoples R China
[10]
Review on D-Allulose: In vivo Metabolism, Catalytic Mechanism, Engineering Strain Construction, Bio-Production Technology
[J].
Jiang, Suwei
;
Xiao, Wei
;
Zhu, Xingxing
;
Yang, Peizhou
;
Zheng, Zhi
;
Lu, Shuhua
;
Jiang, Shaotong
;
Zhang, Guochang
;
Liu, Jingjing
.
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY,
2020, 8

Jiang, Suwei
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ, Dept Biol Food & Environm Engn, Hefei, Peoples R China
Hefei Univ Technol, Coll Food & Biol Engn, Anhui Key Lab Intens Proc Agr Prod, Hefei, Peoples R China Hefei Univ, Dept Biol Food & Environm Engn, Hefei, Peoples R China

Xiao, Wei
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Coll Food & Biol Engn, Anhui Key Lab Intens Proc Agr Prod, Hefei, Peoples R China Hefei Univ, Dept Biol Food & Environm Engn, Hefei, Peoples R China

Zhu, Xingxing
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Coll Food & Biol Engn, Anhui Key Lab Intens Proc Agr Prod, Hefei, Peoples R China Hefei Univ, Dept Biol Food & Environm Engn, Hefei, Peoples R China

Yang, Peizhou
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Coll Food & Biol Engn, Anhui Key Lab Intens Proc Agr Prod, Hefei, Peoples R China Hefei Univ, Dept Biol Food & Environm Engn, Hefei, Peoples R China

Zheng, Zhi
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Coll Food & Biol Engn, Anhui Key Lab Intens Proc Agr Prod, Hefei, Peoples R China Hefei Univ, Dept Biol Food & Environm Engn, Hefei, Peoples R China

Lu, Shuhua
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Coll Food & Biol Engn, Anhui Key Lab Intens Proc Agr Prod, Hefei, Peoples R China Hefei Univ, Dept Biol Food & Environm Engn, Hefei, Peoples R China

Jiang, Shaotong
论文数: 0 引用数: 0
h-index: 0
机构:
Hefei Univ Technol, Coll Food & Biol Engn, Anhui Key Lab Intens Proc Agr Prod, Hefei, Peoples R China Hefei Univ, Dept Biol Food & Environm Engn, Hefei, Peoples R China

Zhang, Guochang
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Illinois, Cad R Woese Inst Genom Biol, Urbana, IL 61801 USA Hefei Univ, Dept Biol Food & Environm Engn, Hefei, Peoples R China

Liu, Jingjing
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Illinois, Cad R Woese Inst Genom Biol, Urbana, IL 61801 USA Hefei Univ, Dept Biol Food & Environm Engn, Hefei, Peoples R China