Extended Toolboxes Enable Efficient Biosynthesis of Multiple Products from CO2 in Fast-Growing Synechococcus sp. PCC 11901
Abstract
Cyanobacteria are known to be photoautotrophic cell factories capable of converting CO 2 into valuable chemicals. The newly discovered marine cyanobacterium Synechococcus sp. PCC 11901 (hereafter PCC 11901) offers several advantages like rapid growth, high biomass, and high salinity tolerance, representing a promising chassis. To promote its application, we developed genetic toolboxes applicable to PCC 11901 in this study. First, a cobalamin (V B12 )-independent chassis was constructed, allowing for cheaper cultivation. Second, genome copy numbers and transformation methods were, respectively, measured and optimized. Then, 14 neutral sites were identified and characterized within the genome PCC 11901, providing locations for genetic integration of exogenous cassettes. Subsequently, promoter libraries were developed, reaching an expression range of approximately 800 folds for constitutive promoters and an induction fold of up to approximately 400 for inducible promotors, respectively. As a proof of concept, natural production of the total lipid and phycocyanin was investigated using V B12 -independent chassis, which realized an increase of 14.91% with lipid content compared with that of the wild-type strain. Further, we engineered the synthetic pathways of glucosylglycerol (GG) into PCC 11901 using the established toolboxes, reaching 590.41 ± 21.48 mg/L for GG production and self-sedimentation in photoreactors with the highest OD 750 nm at 17.57 ± 0.77. Finally, the GG-producing strain grew well in seawater, reaching 324.50 ± 5.34 mg/L in shaking flask, which provided new strategies for cyanobacteria cultivation and production. Our work here made it possible to develop the fast-growing PCC 11901 as efficient carbon-neutral cell factory in the future.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
These tools have since been extended further, with 14 additional neutral genomic sites characterised, promoter libraries providing an approximately 800-fold expression range, and a cobalamin-independent chassis strain constructed to reduce cultivation costs.
“These tools have since been extended further, with 14 additional neutral genomic sites characterised, promoter libraries providing an approximately 800-fold expression range, and a cobalamin-independent chassis strain constructed to reduce”
From Cyanobacteria as a Photosynthetic Chassis for Metabolic Pathway Engineering with Heterologous Gene Expression (2026) · cites this paper as [77]
Cites
Generic Assignments, Strain Histories and Properties of Pure Cultures of Cyanobacteria
Rippka, R., Stanier, R. Y., Deruelles, J., Herdman, M., & Waterbury, J. B. (1979) · Microbiology · doi:10.1099/00221287-111-1-1 · Cited by 7,606 · see citing works
Friedlingstein, P., Jones, M. W., O’Sullivan, M., Andrew, R. M., Bakker, D. C. E., Hauck, J., Quéré, C. L., Peters, G. P., Peters, W., Pongratz, J., et al. (2022) · Earth system science data · doi:10.5194/essd-14-1917-2022 · Cited by 1,752 · see citing works
Control of Cell Morphogenesis in Bacteria
Daniel, R. A., & Errington, J. (2003) · Cell · doi:10.1016/s0092-8674(03)00421-5 · Cited by 740 · see citing works
Yaakob, M. A., Mohamed, R. M. S. R., Al-Gheethi, A., Aswathnarayana Gokare, R., & Ambati, R. R. (2021) · Cells · doi:10.3390/cells10020393 · Cited by 677 · see citing works
Comparison of cyanobacterial and green algal growth rates at different temperatures
Lürling, M., Eshetu, F., Faassen, E. J., Kosten, S., & Huszar, V. L. M. (2012) · Freshwater Biology · doi:10.1111/j.1365-2427.2012.02866.x · Cited by 452 · see citing works
Yu, J., Liberton, M., Cliften, P. F., Head, R. D., Jacobs, J., Smith, R. D., Koppenaal, D., Brand, J. J., & Pakrasi, H. B. (2015) · Scientific Reports · doi:10.1038/srep08132 · Cited by 372 · see citing works
Rerouting Carbon Flux to Enhance Photosynthetic Productivity
Ducat, D. C., Avelar-Rivas, J. A., Way, J. C., & Silver, P. A. (2012) · Applied and Environmental Microbiology · doi:10.1128/aem.07901-11 · Cited by 362 · see citing works
Davies, F. K., Work, V. H., Beliaev, A. S., & Posewitz, M. C. (2014) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2014.00021 · Cited by 273 · see citing works
Cyanobacteria and eukaryotic algae use different chemical variants of vitamin B12
Helliwell, K. E., Lawrence, A. D., Holzer, A., Kudahl, U. J., Sasso, S., Kräutler, B., Scanlan, D. J., Warren, M. J., & Smith, A. G. (2016) · Current Biology · doi:10.1016/j.cub.2016.02.041 · Cited by 250 · see citing works
Markley, A. L., Begemann, M. B., Clarke, R., Gordon, G. C., & Pfleger, B. F. (2014) · ACS Synthetic Biology · doi:10.1021/sb500260k · Cited by 212 · see citing works
Engineering cyanobacteria for direct biofuel production from CO2
Savakis, P., & Hellingwerf, K. J. (2014) · Current Opinion in Biotechnology · doi:10.1016/j.copbio.2014.09.007 · Cited by 209 · see citing works
Robertson, B. R., Tezuka, N., & Watanabe, M. M. (2001) · INTERNATIONAL JOURNAL OF SYSTEMATIC AND EVOLUTIONARY MICROBIOLOGY · doi:10.1099/00207713-51-3-861 · Cited by 196 · see citing works
Włodarczyk, A., Selão, T. T., Norling, B., & Nixon, P. J. (2020) · Communications Biology · doi:10.1038/s42003-020-0910-8 · Cited by 192 · see citing works
Ethylene Synthesis and Regulated Expression of Recombinant Protein in Synechocystis sp. PCC 6803
Guerrero, F., Carbonell, V., Cossu, M., Correddu, D., & Jones, P. R. (2012) · PLoS ONE · doi:10.1371/journal.pone.0050470 · Cited by 183 · see citing works
Nitrogen and phosphorus stress as a tool to induce lipid production in microalgae
Maltsev, Y., Kulikovskiy, M., & Maltseva, S. (2023) · Microbial Cell Factories · doi:10.1186/s12934-023-02244-6 · Cited by 174 · see citing works
Schuurmans, R. M., van Alphen, P., Schuurmans, J. M., Matthijs, H. C. P., & Hellingwerf, K. J. (2015) · PLoS ONE · doi:10.1371/journal.pone.0139061 · Cited by 169 · see citing works
Dinos, G. P., Athanassopoulos, C. M., Missiri, D. A., Giannopoulou, P. C., Vlachogiannis, I. A., Papadopoulos, G. E., Papaioannou, D. A., & Kalpaxis, D. L. (2016) · Antibiotics · doi:10.3390/antibiotics5020020 · Cited by 163 · see citing works
Wang, Y., Sun, T., Gao, X., Shi, M., Wu, L., Chen, L., & Zhang, W. (2015) · Metabolic Engineering · doi:10.1016/j.ymben.2015.10.008 · Cited by 139 · see citing works
Self-citationExploring the photosynthetic production capacity of sucrose by cyanobacteria
Du, W., Liang, F., Duan, Y., Tan, X., & Lü, X. (2013) · Metabolic Engineering · doi:10.1016/j.ymben.2013.05.001 · Cited by 133 · see citing works
Xu, Y., Guerra, T., Li, Z., Ludwig, M., Dismukes, G. C., & Bryant, D. A. (2012) · Metabolic Engineering · doi:10.1016/j.ymben.2012.12.002 · Cited by 131 · see citing works
Rewiring hydrogenase-dependent redox circuits in cyanobacteria
Ducat, D. C., Sachdeva, G., & Silver, P. A. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1016026108 · Cited by 130 · see citing works
Enhanced production of sucrose in the fast-growing cyanobacterium Synechococcus elongatus UTEX 2973
Lin, P.-C., Zhang, F., & Pakrasi, H. B. (2020) · Scientific Reports · doi:10.1038/s41598-019-57319-5 · Cited by 124 · see citing works
Long, B., Fischer, B. L., Zeng, Y., Amerigian, Z., Li, Q., Bryant, H. L., Li, M., Dai, S. Y., & Yuan, J. S. (2022) · Nature Communications · doi:10.1038/s41467-021-27665-y · Cited by 124 · see citing works
Küpper, H., Benedikty, Z., Morina, F., Andresen, E., Mishra, A., & Trtílek, M. (2018) · PLANT PHYSIOLOGY · doi:10.1104/pp.18.00953 · Cited by 121 · see citing works
Giridhar Babu, A., Wu, X., Kabra, A. N., & Kim, D.-P. (2017) · Algal Research · doi:10.1016/j.algal.2017.02.004 · Cited by 118 · see citing works
Hu, B., Yang, G., Zhao, W., Zhang, Y., & Zhao, J. (2007) · Molecular Microbiology · doi:10.1111/j.1365-2958.2007.05618.x · Cited by 116 · see citing works
Toolboxes for cyanobacteria: recent advances and future direction
Sun, T., Li, S., Song, X., Diao, J., Chen, L., & Zhang, W. (2018) · Biotechnology Advances · doi:10.1016/j.biotechadv.2018.04.007 · Cited by 116 · see citing works
Self-citationLi, S., Sun, T., Xu, C., Chen, L., & Zhang, W. (2018) · Metabolic Engineering · doi:10.1016/j.ymben.2018.06.002 · Cited by 112 · see citing works
Self-citationHagemann, M., & Erdmann, N. (1994) · Microbiology · doi:10.1099/00221287-140-6-1427 · Cited by 107 · see citing works
Zerulla, K., Ludt, K., & Soppa, J. (2016) · Microbiology · doi:10.1099/mic.0.000264 · Cited by 106 · see citing works
Cyanobacterial chassis engineering for enhancing production of biofuels and chemicals
Gao, X., Sun, T., Pei, G., Chen, L., & Zhang, W. (2016) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-016-7374-2 · Cited by 106 · see citing works
Self-citationGenetic Instability in Cyanobacteria – An Elephant in the Room?
Jones, P. R. (2014) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2014.00012 · Cited by 105 · see citing works
Design and analysis of LacI-repressed promoters and DNA-looping in a cyanobacterium
Camsund, D., Heidorn, T., & Lindblad, P. C. (2014) · Journal of Biological Engineering · doi:10.1186/1754-1611-8-4 · Cited by 102 · see citing works
Tailoring cyanobacterial cell factory for improved industrial properties
Luan, G., & Lü, X. (2018) · Biotechnology Advances · doi:10.1016/j.biotechadv.2018.01.005 · Cited by 100 · see citing works
Lin, P.-C., Zhang, F., & Pakrasi, H. B. (2021) · Metabolic Engineering Communications · doi:10.1016/j.mec.2021.e00164 · Cited by 85 · see citing works
Tailoring cyanobacteria as a new platform for highly efficient synthesis of astaxanthin
Diao, J., Song, X., Zhang, L., Cui, J., Chen, L., & Zhang, W. (2020) · Metabolic Engineering · doi:10.1016/j.ymben.2020.07.003 · Cited by 84 · see citing works
Self-citationSun, T., Li, S., Song, X., Pei, G., Diao, J., Cui, J., Shi, M., Chen, L., & Zhang, W. (2018) · Biotechnology for Biofuels · doi:10.1186/s13068-018-1032-0 · Cited by 80 · see citing works
Self-citationAn Organic Acid Based Counter Selection System for Cyanobacteria
Begemann, M. B., Zess, E. K., Walters, E. M., Schmitt, E. F., Markley, A. L., & Pfleger, B. F. (2013) · PLoS ONE · doi:10.1371/journal.pone.0076594 · Cited by 72 · see citing works
Effects of Nitrogen Forms and Supply Mode on Lipid Production of Microalga Scenedesmus obliquus
An, M., Gao, L., Zhao, W., Chen, W., & Li, M. (2020) · Energies · doi:10.3390/en13030697 · Cited by 69 · see citing works
Tsinoremas, N. F., Kutach, A. K., Strayer, C. A., & Golden, S. S. (1994) · Journal of Bacteriology · doi:10.1128/jb.176.21.6764-6768.1994 · Cited by 67 · see citing works
Durall, C., Lindberg, P., Yu, J., & Lindblad, P. C. (2020) · Biotechnology for Biofuels · doi:10.1186/s13068-020-1653-y · Cited by 62 · see citing works
Tan, X., Du, W., & Lü, X. (2014) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-014-6273-7 · Cited by 60 · see citing works
Intensive DNA Replication and Metabolism during the Lag Phase in Cyanobacteria
Watanabe, S., Ohbayashi, R., Kanesaki, Y., Saito, N., Chibazakura, T., Soga, T., & Yoshikawa, H. (2015) · PLoS ONE · doi:10.1371/journal.pone.0136800 · Cited by 55 · see citing works
Carbon-negative synthetic biology: challenges and emerging trends of cyanobacterial technology
Tan, C., Xu, P., & Tao, F. (2022) · Trends in biotechnology · doi:10.1016/j.tibtech.2022.09.012 · Cited by 55 · see citing works
Systematic Approaches to Efficiently Produce 2,3-Butanediol in a Marine Cyanobacterium
Nozzi, N. E., Case, A. E., Carroll, A. L., & Atsumi, S. (2017) · ACS Synthetic Biology · doi:10.1021/acssynbio.7b00157 · Cited by 50 · see citing works
A tightly inducible riboswitch system in Synechocystis sp. PCC 6803
Ohbayashi, R., Akai, H., Yoshikawa, H., Hess, W. R., & Watanabe, S. (2016) · The Journal of General and Applied Microbiology · doi:10.2323/jgam.2016.02.002 · Cited by 48 · see citing works
Cui, J., Sun, H., Chen, R., Sun, J., Mo, G., Luan, G., & Lü, X. (2023) · Green Carbon · doi:10.1016/j.greenca.2023.11.004 · Cited by 48 · see citing works
Genetic, Genomics, and Responses to Stresses in Cyanobacteria: Biotechnological Implications
Cassier‐Chauvat, C., Blanc-Garin, V., & Chauvat, F. (2021) · Genes · doi:10.3390/genes12040500 · Cited by 47 · see citing works
Iijima, H., Nakaya, Y., Kuwahara, A., Hirai, M. Y., & Osanai, T. (2015) · Frontiers in Microbiology · doi:10.3389/fmicb.2015.00326 · Cited by 45 · see citing works
An Improved Natural Transformation Protocol for the Cyanobacterium Synechocystis sp. PCC 6803
Pope, M. A., Hodge, J. A., & Nixon, P. J. (2020) · Frontiers in Plant Science · doi:10.3389/fpls.2020.00372 · Cited by 42 · see citing works
Schoor, A., Erdmann, N., Effmert, U., & Mikkat, S. (1995) · Journal of Chromatography A · doi:10.1016/0021-9673(95)00181-l · Cited by 40 · see citing works
An early cytoplasmic step of peptidoglycan synthesis is associated to MreB in B acillus subtilis
Rueff, A.-S., Chastanet, A., Domínguez‐Escobar, J., Yao, Z., Yates, J. R., Prejean, M.-V., Delumeau, O., Noirot, P. H., Wedlich‐Söldner, R., Filipe, S. R., et al. (2013) · Molecular Microbiology · doi:10.1111/mmi.12467 · Cited by 39 · see citing works
DNA-uptake in the naturally competent cyanobacterium,Synechocystis sp.PCC 6803
Barten, R., & Lill, H. (1995) · FEMS Microbiology Letters · doi:10.1111/j.1574-6968.1995.tb07561.x · Cited by 39 · see citing works
Synechococcus sp. Strain PCC 7002 nifJ Mutant Lacking Pyruvate:Ferredoxin Oxidoreductase
McNeely, K., Xu, Y., Ananyev, G., Bennette, N. B., Bryant, D. A., & Dismukes, G. C. (2011) · Applied and Environmental Microbiology · doi:10.1128/aem.02792-10 · Cited by 38 · see citing works
Pérez, A. A., Liu, Z., Rodionov, D. A., Li, Z., & Bryant, D. A. (2016) · Journal of Bacteriology · doi:10.1128/jb.00475-16 · Cited by 37 · see citing works
Engineering Cyanobacterial Cell Morphology for Enhanced Recovery and Processing of Biomass
Jordan, A., Chandler, J., MacCready, J. S., Huang, J., Osteryoung, K. W., & Ducat, D. C. (2017) · Applied and Environmental Microbiology · doi:10.1128/aem.00053-17 · Cited by 37 · see citing works
Lee, H. J., Choi, J., & Woo, H. M. (2021) · Journal of Agricultural and Food Chemistry · doi:10.1021/acs.jafc.0c07020 · Cited by 34 · see citing works
A Theophylline-Responsive Riboswitch Regulates Expression of Nuclear-Encoded Genes
Shanidze, N., Lenkeit, F., Hartig, J. S., & Funck, D. (2019) · PLANT PHYSIOLOGY · doi:10.1104/pp.19.00625 · Cited by 33 · see citing works
Cengic, I., Cañadas, I. C., Minton, N. P., & Hudson, E. P. (2022) · ACS Synthetic Biology · doi:10.1021/acssynbio.2c00375 · Cited by 33 · see citing works
Luo, Q., Duan, Y., & Lü, X. (2022) · Biotechnology Advances · doi:10.1016/j.biotechadv.2022.107964 · Cited by 32 · see citing works
Tevatia, R., Allen, J., Blum, P., Demirel, Y., & Black, P. (2014) · Bioresource Technology · doi:10.1016/j.biortech.2014.07.043 · Cited by 29 · see citing works
Lea‐Smith, D. J., Mills, L. A., Moreno-Cabezuelo, J. Á., Wlodarczyk, A., Victoria, A. J., Mejı́as, R., Nenninger, A., Moxon, S., Bombelli, P., Selão, T. T., et al. (2022) · Biomolecules · doi:10.3390/biom12070872 · Cited by 27 · see citing works
Sun, T., Li, Z., Li, S., Chen, L., & Zhang, W. (2022) · Chemical Engineering Journal · doi:10.1016/j.cej.2022.139158 · Cited by 27 · see citing works
Self-citationResponses of Synechocystis sp. PCC 6803 to heterologous biosynthetic pathways
Vavitsas, K., Rue, E. Ø., Stefánsdóttir, L. K., Gnanasekaran, T., Blennow, A., Crocoll, C., Guðmundsson, S., & Jensen, P. E. (2017) · Microbial Cell Factories · doi:10.1186/s12934-017-0757-y · Cited by 25 · see citing works
Cui, J., Sun, T., Chen, L., & Zhang, W. (2021) · Frontiers in Microbiology · doi:10.3389/fmicb.2021.650217 · Cited by 25 · see citing works
Self-citationWendt, K. E., Walker, P. L., Sengupta, A., Ungerer, J., & Pakrasi, H. B. (2021) · Applied and Environmental Microbiology · doi:10.1128/aem.01882-21 · Cited by 23 · see citing works
Wang, M., Luan, G., & Lü, X. (2019) · Journal of Biotechnology · doi:10.1016/j.jbiotec.2019.02.007 · Cited by 22 · see citing works
Thermodynamics contributes to high limonene productivity in cyanobacteria
Shinde, S., Singapuri, S. P., Jiang, Z., Long, B., Wilcox, D., Klatt, C., Jones, J. A., Yuan, J. S., & Wang, X. (2022) · Metabolic Engineering Communications · doi:10.1016/j.mec.2022.e00193 · Cited by 21 · see citing works
Genetic Modification of Cyanobacteria by Conjugation Using the CyanoGate Modular Cloning Toolkit
Gale, G. A. R., Osorio, A. A. S., Puzorjov, A., Wang, B., & McCormick, A. J. (2019) · Journal of Visualized Experiments · doi:10.3791/60451 · Cited by 20 · see citing works
Saline extraction assisted by ultrasound: a method to obtain purified phycocyanin
Teixeira, I. R., Marczak, L. D. F., Mercali, G. D., & Jaeschke, D. P. (2024) · Journal of Biotechnology · doi:10.1016/j.jbiotec.2024.02.008 · Cited by 19 · see citing works
Higo, A., Isu, A., Fukaya, Y., & Hisabori, T. (2017) · Plant and Cell Physiology · doi:10.1093/pcp/pcx163 · Cited by 18 · see citing works
Xie, Y., Chen, L., Sun, T., Jiang, J., Tian, L., Cui, J., & Zhang, W. (2020) · Biochimica et Biophysica Acta (BBA) - Bioenergetics · doi:10.1016/j.bbabio.2020.148336 · Cited by 17 · see citing works
Self-citationSvoboda, J., Cisneros, B., & Philmus, B. (2021) · Synthetic Biology · doi:10.1093/synbio/ysab019 · Cited by 11 · see citing works
Synthetic Riboswitches That Induce Gene Expression in Diverse Bacterial Species
Topp, S., Reynoso, C. M. K., Seeliger, J. C., Goldlust, I. S., Desai, S. K., Murat, D., Shen, A., Puri, A. W., Komeili, A., Bertozzi, C. R., et al. (2011) · Applied and Environmental Microbiology · doi:10.1128/aem.00247-11 · Cited by 11 · see citing works
Sustainable citric acid production from CO2 in an engineered cyanobacterium
Zhang, L., Bryan, S. J., & Selão, T. T. (2022) · Frontiers in Microbiology · doi:10.3389/fmicb.2022.973244 · Cited by 11 · see citing works
Engineering cyanobacteria for the production of aromatic natural products
Gu, F., Li, C., Zheng, H., & Ni, J. (2024) · Blue Biotechnology · doi:10.1186/s44315-024-00002-w · Cited by 9 · see citing works
Li, X., Liang, Y., Li, K., Jin, P. K., Tang, J., Klepacz-Smółka, A., Ledakowicz, S., & Daroch, M. (2021) · Plants · doi:10.3390/plants10102101 · Cited by 7 · see citing works
Wang, Z.-Q., Yang, Y., Zhang, J., Zeng, X., & Zhang, C. (2023) · Communications Biology · doi:10.1038/s42003-023-05012-9 · Cited by 5 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Engineering of the fast-growing cyanobacterium Synechococcus sp. PCC 11901 to synthesize astaxanthin
Betterle, N., Gasparotto, E., Battagini, E., Ceschi, E., Bellamoli, F., Nixon, P. J., & Ballottari, M. (2025) · Biotechnology for Biofuels and Bioproducts · doi:10.1186/s13068-025-02626-5 · Cited by 19 · see citing works
Walshe, J., & Saha, S. K. (2026) · Current Issues in Molecular Biology · doi:10.3390/cimb48060638 · Cited by 1 · see citing works
Development of genetic toolboxes for a bloom-forming cyanobacterium Leptolyngbya boryana FACHB-240
Liang, R., Feng, J., Chai, Y., Xia, J., Zhu, X., Ding, M., Sun, T., & Jiang, J. (2026) · Algal Research · doi:10.1016/j.algal.2026.104782
Self-citationMoreno-Cabezuelo, J. Á., Booth, A., Lin, D., Gathani, K., Kim, D. S., & Sagaram, U. S. (2026) · Biomolecules · doi:10.3390/biom16060870
Zhang, P., Zhang, J., Zhang, T., Peng, Y., & Tong, Y. W. (2026) · ACS Sustainable Chemistry & Engineering · doi:10.1021/acssuschemeng.6c05229
Self-citationPan, K., Liu, D., Chen, L., Sun, T., & Zhang, W. (2026) · Critical Reviews in Biotechnology · doi:10.1080/07388551.2026.2741611
Self-citation
- Authors
- Zhang, T., Li, S., Chen, L., Zhang, W., & Sun, T.
- Affiliations
- Ministry of Education of the People's Republic of China (CN)
- Corresponding author
- Zhang, Weiwen
- Sun, Tao
- Venue
- ACS Sustainable Chemistry & Engineering
- Publisher
- American Chemical Society (ACS)
- Published
- 2024-10-22
- Volume
- 12
- Issue
- 44
- Pages
- 16186-16201
- ISSN
- 2168-0485 (ISSN-L)
- OpenAlex
- W4403629567
- Semantic Scholar
- 49aa7a9709dea5dcb8b8b992cc7030bc4e1dfa74
- Cited by
- 6
- References
- 78
- Citations by year
- 2026: 5 · 2025: 1
- FWCI
- 0.82
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- ACS Sustainable Chemistry & Engineering (publishedVersion)
- Funders
- Natural Science Foundation of Tianjin Municipality (23JCYBJC01680)
- National Key Research and Development Program of China (2019YFA0904600)
- National Natural Science Foundation of China (32070083, 32270091, 32371486)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Microbial Metabolic Engineering and Bioproduction
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Algal biology and biofuel production
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Plant biochemistry and biosynthesis
- Keywords
- genome copy number, transformation optimization, promoter library, inducible promoters, phycocyanin, total lipids, glucosylglycerol, synthetic metabolic pathways, CO2 fixation, seawater cultivation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review