Background: Cellulases are key player in the hydrolyzation of cellulose. Unfortunately, this reaction is slow and a bottleneck in the process chain from biomass to intermediates and biofuels due to low activities of the enzymes. To overcome this draw back, a lot of effort is put into the area of protein engineering, to modify these enzymes by directed evolution or rational design. Huge clone libraries are constructed and have to be screened for improved variants. High-throughput screening is the method of choice to tackle this experimental effort, but up to now only a few process steps are adapted to automated platforms and little attention has been turned to the reproducibility of clone rankings. Results: In this study, an extended robotic platform is presented to conduct automated high-throughput screenings of clone libraries including preculture synchronization and biomass specific induction. Automated upstream, downstream and analytical process steps are described and evaluated using E. coli and K. lactis as model organisms. Conventional protocols for media preparation, cell lysis, Azo-CMC assay and PAHBAH assay are successfully adapted to automatable high-throughput protocols. Finally, a recombinant E. coli celA2 clone library was screened and a reliable clone ranking could be realized. Conclusion: The RoboLector device is a suitable platform to perform all process steps of an automated high-throughput clone library screening for improved cellulases. On-line biomass growth measurement controlling liquid handling actions enables fair comparison of clone variants.
机构:
Seoul Natl Univ, Interdisciplinary Program Biochem Engn & Biotechn, Seoul, South Korea
Seoul Natl Univ, Inst Bioengn, Seoul, South KoreaSeoul Natl Univ, Interdisciplinary Program Biochem Engn & Biotechn, Seoul, South Korea
Lee, Jae-Hun
Song, Eunjung
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Inst Bioengn, Seoul, South Korea
Seoul Natl Univ, Sch Chem & Biol Engn, Seoul 151742, South KoreaSeoul Natl Univ, Interdisciplinary Program Biochem Engn & Biotechn, Seoul, South Korea
Song, Eunjung
Lee, Sun-Gu
论文数: 0引用数: 0
h-index: 0
机构:
Pusan Natl Univ, Dept Chem & Biochem Engn, Pusan 609735, South KoreaSeoul Natl Univ, Interdisciplinary Program Biochem Engn & Biotechn, Seoul, South Korea
Lee, Sun-Gu
Kim, Byung-Gee
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Interdisciplinary Program Biochem Engn & Biotechn, Seoul, South Korea
Seoul Natl Univ, Inst Bioengn, Seoul, South Korea
Seoul Natl Univ, Sch Chem & Biol Engn, Seoul 151742, South KoreaSeoul Natl Univ, Interdisciplinary Program Biochem Engn & Biotechn, Seoul, South Korea
机构:
Univ Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Kim, Tae-Wan
Chokhawala, Harshal A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Chokhawala, Harshal A.
Hess, Matthias
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Univ, Sch Mol Biosci Appl Microbial Genom & Ecol, Richland, WA 99353 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Hess, Matthias
Dana, Craig M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Dana, Craig M.
Baer, Zachary
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Baer, Zachary
Sczyrba, Alexander
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Lawrence Berkeley Lab, Genom Div, Berkeley, CA 94720 USA
Joint Genome Inst, Dept Energy, Walnut Creek, CA 94598 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Sczyrba, Alexander
Rubin, Edward M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Lawrence Berkeley Lab, Genom Div, Berkeley, CA 94720 USA
Joint Genome Inst, Dept Energy, Walnut Creek, CA 94598 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Rubin, Edward M.
Blanch, Harvey W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Blanch, Harvey W.
Clark, Douglas S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
机构:
UCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
Yang, Kylie
Lee, Lana C.
论文数: 0引用数: 0
h-index: 0
机构:
Imperial Coll London, Dept Chem Engn, Imperial Coll Rd, London, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
Lee, Lana C.
Kotak, Hiral A.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
Kotak, Hiral A.
Morton, Evelyn R.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
Morton, Evelyn R.
Chee, Soo Mei
论文数: 0引用数: 0
h-index: 0
机构:
Imperial Coll London, Dept Infect Dis, Sect Struct & Synthet Biol, Imperial Coll Rd, London, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
Chee, Soo Mei
Nguyen, Duy P. M.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
UCL, Dept Biochem Engn, Bernard Katz Bldg, London, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
Nguyen, Duy P. M.
Keskkula, Alvaro
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
Keskkula, Alvaro
Haynes, Cally J. E.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Mol Biophys & Integrated Bioimaging Div, Berkeley, CA 94720 USA
Tech Univ Denmark, Dept Biotechnol & Biomed, Lyngby, DenmarkJoint BioEnergy Inst, Emeryville, CA 94608 USA
Welner, Ditte Hededam
Shin, David
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Mol Biophys & Integrated Bioimaging Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
Shin, David
Tomaleri, Giovani P.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Mol Biophys & Integrated Bioimaging Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
Tomaleri, Giovani P.
DeGiovanni, Andy M.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Mol Biophys & Integrated Bioimaging Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
DeGiovanni, Andy M.
Tsai, Alex Yi-Lin
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Environm Genom & Syst Biol Div, Berkeley, CA USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
Tsai, Alex Yi-Lin
Tran, Huu M.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Sandia Natl Labs, Biol & Engn Sci Ctr, Livermore, CA USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
Tran, Huu M.
Hansen, Sara Fasmer
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Environm Genom & Syst Biol Div, Berkeley, CA USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
Hansen, Sara Fasmer
Green, Derek T.
论文数: 0引用数: 0
h-index: 0
机构:
Star Lane Ctr, Casper, WY USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
Green, Derek T.
Scheller, Henrik V.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Environm Genom & Syst Biol Div, Berkeley, CA USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
Scheller, Henrik V.
Adams, Paul D.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Mol Biophys & Integrated Bioimaging Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
机构:
Chinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Chinese Acad Sci, Tianjin Inst Ind Biotechnol, Tianjin, Peoples R ChinaChinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Tu, Ran
Zhang, Yue
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Chinese Acad Sci, Tianjin Inst Ind Biotechnol, Tianjin, Peoples R ChinaChinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Zhang, Yue
Hua, Erbing
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ Sci & Technol, Coll Biotechnol, Tianjin, Peoples R ChinaChinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Hua, Erbing
Bai, Likuan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Tianjin Inst Ind Biotechnol, Tianjin, Peoples R China
Tianjin Univ Sci & Technol, Coll Biotechnol, Tianjin, Peoples R ChinaChinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Bai, Likuan
Huang, Huamei
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Tianjin Inst Ind Biotechnol, Tianjin, Peoples R China
Tianjin Univ Sci & Technol, Coll Biotechnol, Tianjin, Peoples R ChinaChinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Huang, Huamei
Yun, Kaiyue
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Tianjin Inst Ind Biotechnol, Tianjin, Peoples R China
Tianjin Univ Sci & Technol, Coll Biotechnol, Tianjin, Peoples R ChinaChinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Yun, Kaiyue
Wang, Meng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Chinese Acad Sci, Tianjin Inst Ind Biotechnol, Tianjin, Peoples R ChinaChinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
机构:
Seoul Natl Univ, Interdisciplinary Program Biochem Engn & Biotechn, Seoul, South Korea
Seoul Natl Univ, Inst Bioengn, Seoul, South KoreaSeoul Natl Univ, Interdisciplinary Program Biochem Engn & Biotechn, Seoul, South Korea
Lee, Jae-Hun
Song, Eunjung
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Inst Bioengn, Seoul, South Korea
Seoul Natl Univ, Sch Chem & Biol Engn, Seoul 151742, South KoreaSeoul Natl Univ, Interdisciplinary Program Biochem Engn & Biotechn, Seoul, South Korea
Song, Eunjung
Lee, Sun-Gu
论文数: 0引用数: 0
h-index: 0
机构:
Pusan Natl Univ, Dept Chem & Biochem Engn, Pusan 609735, South KoreaSeoul Natl Univ, Interdisciplinary Program Biochem Engn & Biotechn, Seoul, South Korea
Lee, Sun-Gu
Kim, Byung-Gee
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Interdisciplinary Program Biochem Engn & Biotechn, Seoul, South Korea
Seoul Natl Univ, Inst Bioengn, Seoul, South Korea
Seoul Natl Univ, Sch Chem & Biol Engn, Seoul 151742, South KoreaSeoul Natl Univ, Interdisciplinary Program Biochem Engn & Biotechn, Seoul, South Korea
机构:
Univ Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Kim, Tae-Wan
Chokhawala, Harshal A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Chokhawala, Harshal A.
Hess, Matthias
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Univ, Sch Mol Biosci Appl Microbial Genom & Ecol, Richland, WA 99353 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Hess, Matthias
Dana, Craig M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Dana, Craig M.
Baer, Zachary
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Baer, Zachary
Sczyrba, Alexander
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Lawrence Berkeley Lab, Genom Div, Berkeley, CA 94720 USA
Joint Genome Inst, Dept Energy, Walnut Creek, CA 94598 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Sczyrba, Alexander
Rubin, Edward M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Lawrence Berkeley Lab, Genom Div, Berkeley, CA 94720 USA
Joint Genome Inst, Dept Energy, Walnut Creek, CA 94598 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Rubin, Edward M.
Blanch, Harvey W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
Blanch, Harvey W.
Clark, Douglas S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USAUniv Calif Berkeley, Energy Biosci Inst, Berkeley, CA 94720 USA
机构:
UCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
Yang, Kylie
Lee, Lana C.
论文数: 0引用数: 0
h-index: 0
机构:
Imperial Coll London, Dept Chem Engn, Imperial Coll Rd, London, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
Lee, Lana C.
Kotak, Hiral A.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
Kotak, Hiral A.
Morton, Evelyn R.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
Morton, Evelyn R.
Chee, Soo Mei
论文数: 0引用数: 0
h-index: 0
机构:
Imperial Coll London, Dept Infect Dis, Sect Struct & Synthet Biol, Imperial Coll Rd, London, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
Chee, Soo Mei
Nguyen, Duy P. M.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
UCL, Dept Biochem Engn, Bernard Katz Bldg, London, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
Nguyen, Duy P. M.
Keskkula, Alvaro
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
Keskkula, Alvaro
Haynes, Cally J. E.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, EnglandUCL, Dept Chem, 20 Gordon St, London WC1H 0AJ, England
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Mol Biophys & Integrated Bioimaging Div, Berkeley, CA 94720 USA
Tech Univ Denmark, Dept Biotechnol & Biomed, Lyngby, DenmarkJoint BioEnergy Inst, Emeryville, CA 94608 USA
Welner, Ditte Hededam
Shin, David
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Mol Biophys & Integrated Bioimaging Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
Shin, David
Tomaleri, Giovani P.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Mol Biophys & Integrated Bioimaging Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
Tomaleri, Giovani P.
DeGiovanni, Andy M.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Mol Biophys & Integrated Bioimaging Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
DeGiovanni, Andy M.
Tsai, Alex Yi-Lin
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Environm Genom & Syst Biol Div, Berkeley, CA USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
Tsai, Alex Yi-Lin
Tran, Huu M.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Sandia Natl Labs, Biol & Engn Sci Ctr, Livermore, CA USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
Tran, Huu M.
Hansen, Sara Fasmer
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Environm Genom & Syst Biol Div, Berkeley, CA USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
Hansen, Sara Fasmer
Green, Derek T.
论文数: 0引用数: 0
h-index: 0
机构:
Star Lane Ctr, Casper, WY USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
Green, Derek T.
Scheller, Henrik V.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Environm Genom & Syst Biol Div, Berkeley, CA USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
Scheller, Henrik V.
Adams, Paul D.
论文数: 0引用数: 0
h-index: 0
机构:
Joint BioEnergy Inst, Emeryville, CA 94608 USA
Lawrence Berkeley Natl Lab, Mol Biophys & Integrated Bioimaging Div, Berkeley, CA 94720 USAJoint BioEnergy Inst, Emeryville, CA 94608 USA
机构:
Chinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Chinese Acad Sci, Tianjin Inst Ind Biotechnol, Tianjin, Peoples R ChinaChinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Tu, Ran
Zhang, Yue
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Chinese Acad Sci, Tianjin Inst Ind Biotechnol, Tianjin, Peoples R ChinaChinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Zhang, Yue
Hua, Erbing
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ Sci & Technol, Coll Biotechnol, Tianjin, Peoples R ChinaChinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Hua, Erbing
Bai, Likuan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Tianjin Inst Ind Biotechnol, Tianjin, Peoples R China
Tianjin Univ Sci & Technol, Coll Biotechnol, Tianjin, Peoples R ChinaChinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Bai, Likuan
Huang, Huamei
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Tianjin Inst Ind Biotechnol, Tianjin, Peoples R China
Tianjin Univ Sci & Technol, Coll Biotechnol, Tianjin, Peoples R ChinaChinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Huang, Huamei
Yun, Kaiyue
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Tianjin Inst Ind Biotechnol, Tianjin, Peoples R China
Tianjin Univ Sci & Technol, Coll Biotechnol, Tianjin, Peoples R ChinaChinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Yun, Kaiyue
Wang, Meng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China
Chinese Acad Sci, Tianjin Inst Ind Biotechnol, Tianjin, Peoples R ChinaChinese Acad Sci, Key Lab Syst Microbial Biotechnol, Tianjin, Peoples R China