

浏览全部资源
扫码关注微信
南京工业大学药学院,江苏 南京 211816
Received:30 September 2021,
Revised:2021-11-18,
Published:31 October 2022
移动端阅览
赵权宇. 面向碳中和的微藻适应性实验室进化研究进展[J]. 合成生物学, 2022, 3(5): 901-914
ZHAO Quanyu. Research progress in carbon neutrality oriented adaptive laboratory evolution of microalgae[J]. Synthetic Biology Journal, 2022, 3(5): 901-914
赵权宇. 面向碳中和的微藻适应性实验室进化研究进展[J]. 合成生物学, 2022, 3(5): 901-914 DOI: 10.12211/2096-8280.2021-096.
ZHAO Quanyu. Research progress in carbon neutrality oriented adaptive laboratory evolution of microalgae[J]. Synthetic Biology Journal, 2022, 3(5): 901-914 DOI: 10.12211/2096-8280.2021-096.
微藻生物技术是实现碳达峰和碳中和的潜在途径之一。目前,微藻存在固碳效率低、光合转化效率低以及活性组分含量低等关键问题,需要通过合成生物学等生物技术手段构建新的藻株,并依据微藻固碳和代谢的特点,构筑减碳或负碳的新技术路线。适应性实验室进化(ALE)在提高微藻对二氧化碳固定,强化废水处理和改善代谢表型等方面均取得了一定进展,已获得了耐受高浓度二氧化碳和其他环境压力的进化藻株。但是,微藻ALE的效率还有待提高,基于固碳、光合和活性组分生物合成的合成生物学元件挖掘的研究还比较少。为克服以上问题,亟需改变微藻ALE的策略,结合高通量ALE装置的应用,缩短进化时间;在已有进化株的基础上,深入挖掘耐受基因、光合和活性组分生物合成的元件,为微藻基因改造打下基础;借鉴其他微生物ALE的已有经验,深刻理解微藻实验室适应性进化的动态过程,探索ALE的基本规律。最后对ALE应对微藻碳中和挑战的可能途径进行了展望。
Microalgae biotechnology is one of the potential ways to realize carbon peaking and carbon neutrality. At present
microalgae have key problems such as low carbon sequestration efficiency
low photosynthetic transformation efficiency and low content of active components. There are also some technological problems which greatly limit the pace of its industrialization. Most microalgae can not tolerate more than 2% CO
2
. Apart from 10%~25% CO
2
there are other pollutants such as NO
x
and SO
x
in industrial flue gas. These flue gas components inhibit the growth of microalgae. If the tolerance of algal strains are not enhanced
microalgae can not achieve the goal of stable carbon sequestration. In order to solve the problems of microalgae industrialization
wastewater resources can be used to meet the water demand in microalgae cultivation
and the economy can be improved by growing high value-added products. It is necessary to construct new algae strains by means of biotechnology such as synthetic biology
and build a new technical route of carbon reduction or negative carbon according to the characteristics of microalgae carbon sequestration and metabolism. Adap
tive laboratory evolution (ALE) has made some progress in improving CO
2
fixation by microalgae
enhancing wastewater treatment and improving metabolic phenotype. Evolved algal strains resistant to high concentration of carbon dioxide and other environmental stresses have been achieved. However
the efficiency of ALE in microalgae needs to be improved
and there are few studies on the mining of synthetic biological elements based on carbon sequestration
photosynthesis and biosynthesis of active components. In order to overcome the above problems
it is urgent to change the strategy of ALE in microalgae
combined with the application of high-throughput ALE device to speed up the evolution process; Based on the existing evolved strains
the elements of tolerance genes
photosynthesis and biosynthesis of active components will be deeply excavated to lay a foundation for microalgae genetic transformation. It is vital for us to learn carefully from the existing experience of ALE in microorganisms
understand throughly the dynamic process of ALE in microalgae
and explore profoundly the basic law of ALE. Finally
the possible ways of laboratory adaptive evolution to meet the challenge of microalgae carbon neutrality are prospected.
2
MAI B R , DENG X J , LIU X , et al . The climatology of ambient CO 2 concentrations from long-term observation in the Pearl River Delta region of China: roles of anthropogenic and biogenic processes [J ] . Atmospheric Environment , 2021 , 251 : 118266 .
ROGELJ J , DEN ELZEN M , HÖHNE N , et al . Paris Agreement climate proposals need a boost to keep warming well below 2 ℃ [J ] . Nature , 2016 , 534 ( 7609 ): 631 - 639 .
RUEDA O , MOGOLLÓN J M , TUKKER A , et al . Negative-emissions technology portfolios to meet the 1.5 ℃ target [J ] . Global Environmental Change , 2021 , 67 : 102238 .
GONG F Y , CAI Z , LI Y . Synthetic biology for CO 2 fixation [J ] . Science China Life Sciences , 2016 , 59 ( 11 ): 1106 - 1114 .
HEPBURN C , ADLEN E , BEDDINGTON J , et al . The technological and economic prospects for CO 2 utilization and removal [J ] . Nature , 2019 , 575 ( 7781 ): 87 - 97 .
BHATIA S K , BHATIA R K , JEON J M , et al . Carbon dioxide capture and bioenergy production using biological system - a review [J ] . Renewable and Sustainable Energy Reviews , 2019 , 110 : 143 - 158 .
EFROYMSON R A , PATTULLO M B , MAYES M A , et al . Exploring the sustainability and sealing mechanisms of unlined ponds for growing algae for fuel and other commodity-scale products [J ] . Renewable and Sustainable Energy Reviews , 2020 , 121 : 109708 .
HOSSAIN N , MAHLIA T M I . Progress in physicochemical parameters of microalgae cultivation for biofuel production [J ] . Critical Reviews in Biotechnology , 2019 , 39 ( 6 ): 835 - 859 .
YIN Z H , ZHU L D , LI S X , et al . A comprehensive review on cultivation and harvesting of microalgae for biodiesel production: environmental pollution control and future directions [J ] . Bioresource Technology , 2020 , 301 : 122804 .
BEDNAR J , OBERSTEINER M , BAKLANOV A , et al . Operationalizing the net-negative carbon economy [J ] . Nature , 2021 , 596 ( 7872 ): 377 - 383 .
MOREIRA D , PIRES J C M . Atmospheric CO 2 capture by algae: negative carbon dioxide emission path [J ] . Bioresource Technology , 2016 , 215 : 371 - 379 .
UDEN S , DARGUSCH P , GREIG C . Cutting through the noise on negative emissions [J ] . Joule , 2021 , 5 ( 8 ): 1956 - 1970 .
VAN DEN HENDE S , VERVAEREN H , BOON N . Flue gas compounds and microalgae: (bio-) chemical interactions leading to biotechnological opportunities [J ] . Biotechnology Advances , 2012 , 30 ( 6 ): 1405 - 1424 .
'T LAM G P , VERMUË M H , EPPINK M H M , et al . Multi-product microalgae biorefineries: from concept towards reality [J ] . Trends in Biotechnology , 2018 , 36 ( 2 ): 216 - 227 .
SALEHIZADEH H , YAN N , FARNOOD R . Recent advances in microbial CO 2 fixation and conversion to value-added products [J ] . Chemical Engineering Journal , 2020 , 390 : 124584 .
FIGUEROA I A , BARNUM T P , SOMASEKHAR P Y , et al . Metagenomics-guided analysis of microbial chemolithoautotrophic phosphite oxidation yields evidence of a seventh natural CO 2 fixation pathway [J ] . Proceedings of the National Academy of Sciences of the United States of America , 2018 , 115 ( 1 ): E92 - E101 .
ANGSTENBERGER M , DE SIGNORI F , VECCHI V , et al . Cell synchronization enhances nuclear transformation and genome editing via Cas9 enabling homologous recombination in Chlamydomonas reinhardtii [J ] . ACS Synthetic Biology , 2020 , 9 ( 10 ): 2840 - 2850 .
FERENCZI A , PYOTT D E , XIPNITOU A , et al . Efficient targeted DNA editing and replacement in Chlamydomonas reinhardtii using Cpf1 ribonucleoproteins and single-stranded DNA [J ] . Proceedings of the National Academy of Sciences of the United States of America , 2017 , 114 ( 51 ): 13567 - 13572 .
SERIF M , DUBOIS G , FINOUX A L , et al . One-step generation of multiple gene knock-outs in the diatom Phaeodactylum tricornutum by DNA-free genome editing [J ] . Nature Communications , 2018 , 9 : 3924 .
SHARMA A K , NYMARK M , FLO S , et al . Simultaneous knockout of multiple LHCF genes using single sgRNAs and engineering of a high-fidelity Cas9 for precise genome editing in marine algae [J ] . Plant Biotechnology Journal , 2021 , 19 ( 8 ): 1658 - 1669 .
SÜDFELD C , HUBÁČEK M , FIGUEIREDO D , et al . High-throughput insertional mutagenesis reveals novel targets for enhancing lipid accumulation in Nannochloropsis oceanica [J ] . Metabolic Engineering , 2021 , 66 : 239 - 258 .
WANG Q T , FENG Y B , LU Y D , et al . Manipulating fatty-acid profile at unit chain-length resolution in the model industrial oleaginous microalgae Nannochloropsis [J ] . Metabolic Engineering , 2021 , 66 : 157 - 166 .
丁明珠 , 李炳志 , 王颖 , 等 . 合成生物学重要研究方向进展 [J ] . 合成生物学 , 2020 , 1 ( 1 ): 7 - 28 .
DING M Z , LI B Z , WANG Y , et al . Significant research progress in synthetic biology [J ] . Synthetic Biology Journal , 2020 , 1 ( 1 ): 7 - 28 .
李祎 , 林振泉 , 刘子鹤 . 酿酒酵母适应性实验室进化工具的最新进展 [J ] . 合成生物学 , 2021 , 2 ( 2 ): 287 - 301 .
LI Y , LIN Z Q , LIU Z H . Advances in yeast based adaptive laboratory evolution [J ] . Synthetic Biology Journal , 2021 , 2 ( 2 ): 287 - 301 .
LAPANSE A J , KRISHNAN A , POSEWITZ M C . Adaptive laboratory evolution for algal strain improvement: methodologies and applications [J ] . Algal Research , 2021 , 53 : 102122 .
SANDBERG T E , SALAZAR M J , WENG L L , et al . The emergence of adaptive laboratory evolution as an efficient tool for biological discovery and industrial biotechnology [J ] . Metabolic Engineering , 2019 , 56 : 1 - 16 .
ZHAO Q Y , HUANG H . Adaptive evolution improves algal strains for environmental remediation [J ] . Trends in Biotechnology , 2021 , 39 ( 2 ): 112 - 115 .
SHAW A J , LAM F H , HAMILTON M , et al . Metabolic engineering of microbial competitive advantage for industrial fermentation processes [J ] . Science , 2016 , 353 ( 6299 ): 583 - 586 .
ZHU Z M , ZHANG J , JI X M , et al . Evolutionary engineering of industrial microorganisms-strategies and applications [J ] . Applied Microbiology and Biotechnology , 2018 , 102 ( 11 ): 4615 - 4627 .
YU S Y , ZHAO Q Y , MIAO X L , et al . Enhancement of lipid production in low-starch mutants Chlamydomonas reinhardtii by adaptive laboratory evolution [J ] . Bioresource Technology , 2013 , 147 : 499 - 507 .
DIAO J J , SONG X Y , CUI J Y , et al . Rewiring metabolic network by chemical modulator based laboratory evolution doubles lipid production in Crypthecodinium cohnii [J ] . Metabolic Engineering , 2019 , 51 : 88 - 98 .
WANG X , LUO S W , LUO W , et al . Adaptive evolution of microalgal strains empowered by fulvic acid for enhanced polyunsaturated fatty acid production [J ] . Bioresource Technology , 2019 , 277 : 204 - 210 .
SHIN S E , KOH H G , KANG N K , et al . Isolation, phenotypic characterization and genome wide analysis of a Chlamydomonas reinhardtii strain naturally modified under laboratory conditions: towards enhanced microalgal biomass and lipid production for biofuels [J ] . Biotechnology for Biofuels , 2017 , 10 : 308 .
COLLINS S , BELL G . Evolution of natural algal populations at elevated CO 2 [J ] . Ecology Letters , 2006 , 9 ( 2 ): 129 - 135 .
ABINANDAN S , SUBASHCHANDRABOSE S R , COLE N , et al . Sustainable production of biomass and biodiesel by acclimation of non-acidophilic microalgae to acidic conditions [J ] . Bioresource Technology , 2019 , 271 : 316 - 324 .
BONENTE G , PIPPA S , CASTELLANO S , et al . Acclimation of Chlamydomonas reinhardtii to different growth irradiances [J ] . Journal of Biological Chemistry , 2012 , 287 ( 8 ): 5833 - 5847 .
DESJARDINS S M , LAAMANEN C A , BASILIKO N , et al . Selection and re-acclimation of bioprospected acid-tolerant green microalgae suitable for growth at low pH [J ] . Extremophiles , 2021 , 25 ( 2 ): 129 - 141 .
LI J , TANG X X , PAN K H , et al . The regulating mechanisms of CO 2 fixation and carbon allocations of two Chlorella sp. stra ins in response to high CO 2 levels [J ] . Chemosphere , 2020 , 247 : 125814 .
WANG Q K , YU Z Y , WEI D , et al . Mixotrophic Chlorella pyrenoidosa as cell factory for ultrahigh-efficient removal of ammonium from catalyzer wastewater with valuable algal biomass coproduction through short-time acclimation [J ] . Bioresource Technology , 2021 , 333 : 125151 .
MANEECHOTE W , CHEIRSILP B . Stepwise-incremental physicochemical factors induced acclimation and tolerance in oleaginous microalgae to crucial outdoor stresses and improved properties as biodiesel feedstocks [J ] . Bioresource Technology , 2021 , 328 : 124850 .
PERRINEAU M M , ZELZION E , GROSS J , et al . Evolution of salt tolerance in a laboratory reared population of Chlamydomonas reinhardtii [J ] . Environmental Microbiology , 2014 , 16 ( 6 ): 1755 - 1766 .
LI X Y , YUAN Y Z , CHENG D J , et al . Exploring stress tolerance mechanism of evolved freshwater strain Chlorella sp. S30 under 30 g/L salt [J ] . Bioresource Technology , 2018 , 250 : 495 - 504 .
CHENG D J , LI X Y , YUAN Y Z , et al . Adaptive evolution and carbon dioxide fixation of Chlorella sp. in simulated flue gas [J ] . Science of the Total Environment , 2019 , 650 : 2931 - 2938 .
CABANELAS I T D , KLEINEGRIS D M M , WIJFFELS R H , et al . Repeated nitrogen starvation doesn't affect lipid productivity of Chlorococcum littorale [J ] . Bioresource Technology , 2016 , 219 : 576 - 582 .
FU W Q , GUDMUNDSSON O , FEIST A M , et al . Maximizing biomass productivity and cell density of Chlorella vulgaris by using light-emitting diode-based photobioreactor [J ] . Journal of Biotechnology , 2012 , 161 ( 3 ): 242 - 249 .
FU W Q , GUÐMUNDSSON O , PAGLIA G , et al . Enhancement of carotenoid biosynthesis in the green microalga Dunaliella salina with light-emitting diodes and adaptive laboratory evolution [J ] . Applied Microbiology and Biotechnology , 2013 , 97 ( 6 ): 2395 - 2403 .
FU W Q , PAGLIA G , MAGNÚSDÓTTIR M , et al . Effects of abiotic stressors on lutein production in the green microalga Dunaliella salina [J ] . Microbial Cell Factories , 2014 , 13 : 3 .
GACHELIN M , BOUTOUTE M , CARRIER G , et al . Enhancing PUFA-rich polar lipids in Tisochrysis lutea using adaptive laboratory evolution (ALE) with oscillating thermal stress [J ] . Applied Microbiology and Biotechnology , 2021 , 105 ( 1 ): 301 - 312 .
HU L , HE J Y , DONG M J , et al . Divergent metabolic and transcriptomic responses of Synechocystis sp. PCC 68 03 to salt stress after adaptive laboratory evolution [J ] . Algal Research , 2020 , 47 : 101856 .
KATO Y , HO S H , VAVRICKA C J , et al . Evolutionary engineering of salt-resistant Chlamydomonas sp. strains reveals salinity stress-activated starch-to-lipid biosynthesis switching [J ] . Bioresource Technology , 2017 , 245 : 1484 - 1490 .
LI H , TAN J , SUN T L , et al . Acclimation of Isochrysis galbana Parke (Isochrysidaceae) for enhancing its tolerance and biodegradation to high-level phenol in seawater [J ] . Ecotoxicology and Environmental Safety , 2021 , 207 : 111571 .
LI X R , PEI G S , LIU L S , et al . Metabolomic analysis and lipid accumulation in a glucose tolerant Crypthecodinium cohnii strain obtained by adaptive laboratory evolution [J ] . Bioresource Technology , 2017 , 235 : 87 - 95 .
OKUROWSKA K , KARUNAKARAN E , AL-FARTTOOSY A , et al . Adapting the algal microbiome for growth on domestic landfill leachate [J ] . Bioresource Technology , 2021 , 319 : 124246 .
SUN X M , REN L J , BI Z Q , et al . Adaptive evolution of microalgae Schizochytrium sp. under high salinity stress to alleviate oxidative damage and improve lipid biosynthesis [J ] . Bioresource Technology , 2018 , 267 : 438 - 444 .
SUN X M , REN L J , BI Z Q , et al . Development of a cooperative two-factor adaptive-evolution method to enhance lipid production and prevent lipid peroxidation in Schizochytrium sp [J ] . Biotechnology for Biofuels , 2018 , 11 : 65 .
SUN X M , REN L J , JI X J , et al . Adaptive evolution of Schizochytrium sp. by continuous high oxygen stimulations to enhance docosahexaenoic acid synthesis [J ] . Bioresource Technology , 2016 , 211 : 374 - 381 .
WANG L B , XUE C Z , WANG L , et al . Strain improvement of Chlorella sp. for phenol biodegradation by adaptive laboratory evolution [J ] . Bioresource Technology , 2016 , 205 : 264 - 268 .
ARORA N , PHILIPPIDIS G P . Microalgae strain improvement strategies: random mutagenesis and adaptive laboratory evolution [J ] . Trends in Plant Science , 2021 , 26 ( 11 ): 1199 - 1200 .
ARORA N , YEN H W , PHILIPPIDIS G P . Harnessing the power of mutagenesis and adaptive laboratory evolution for high lipid production by oleaginous microalgae and yeasts [J ] . Sustainability , 2020 , 12 ( 12 ): 5125 .
ASLAM A , THOMAS-HALL S R , MUGHAL T A , et al . Selection and adaptation of microalgae to growth in 100% unfiltered coal-fired flue gas [J ] . Bioresource Technology , 2017 , 233 : 271 - 283 .
HU X C , TANG X Y , BI Z Q , et al . Adaptive evolution of microalgae Schizochytrium sp. under high temperature for efficient production of docosahexaeonic acid [J ] . Algal Research , 2021 , 54 : 102212 .
JIAN X J , GUO X J , WANG J , et al . Microbial microdroplet culture system (MMC): an integrated platform for automated, high-throughput microbial cultivation and adaptive evolution [J ] . Biotechnology and Bioengineering , 2020 , 117 ( 6 ): 1724 - 1737 .
WANG J , JIAN X J , XING X H , et al . Empowering a methanol-dependent Escherichia coli via adaptive evolution using a high-throughput micro bial microdroplet culture system [J ] . Frontiers in Bioengineering and Biotechnology , 2020 , 8 : 570 .
LI D J , WANG L , ZHAO Q Y , et al . Improving high carbon dioxide tolerance and carbon dioxide fixation capability of Chlorella sp. by adaptive laboratory evolution [J ] . Bioresource Technology , 2015 , 185 : 269 - 275 .
CHENG D J , LI D J , YUAN Y Z , et al . Improving carbohydrate and starch accumulation in Chlorella sp. AE10 by a novel two-stage process with cell dilution [J ] . Biotechnology for Biofuels , 2017 , 10 : 75 .
QI W Q , CHEN T J , WANG L , et al . High-strength fermentable wastewater reclamation through a sequential process of anaerobic fermentation followed by microalgae cultivation [J ] . Bioresource Technology , 2017 , 227 : 317 - 323 .
QI W Q , MEI S H , YUAN Y Z , et al . Enhancing fermentation wastewater treatment by co-culture of microalgae with volatile fatty acid- and alcohol-degrading bacteria [J ] . Algal Research , 2018 , 31 : 31 - 39 .
IBARRA R U , EDWARDS J S , PALSSON B O . Escherichia coli K-12 undergoes adaptive evolution to achieve in silico predicted optimal growth [J ] . Nature , 2002 , 420 ( 6912 ): 186 - 189 .
WANG X , BALAMURUGAN S , LIU S F , et al . Enhanced polyunsaturated fatty acid production using food wastes and biofuels byproducts by an evolved strain of Phaeodactylum tricornutum [J ] . Bioresource Technology , 2020 , 296 : 122351 .
ZHOU L , CHENG D J , WANG L , et al . Comparative transcriptomic analysis reveals phenol tolerance mechanism of evolved Chlorella strain [J ] . Bioresource Technology , 2017 , 227 : 266 - 272 .
HIROOKA S , HIROSE Y , KANESAKI Y , et al . Acidophilic green algal genome provides insights into adaptation to an acidic environment [J ] . Proceedings of the National Academy of Sciences of the United States of America , 2017 , 114 ( 39 ): E8304 - E8313 .
LI J , PAN K H , TANG X X , et al . The molecular mechanisms of Chlorella sp. responding to high CO 2 : a study based on comparative transcriptome analysis between strains with high- and low-CO 2 tolerance [J ] . Science of the Total Environment , 2021 , 763 : 144185 .
PENG H F , WEI D , CHEN G , et al . Transcriptome analysis reveals global regulation in response to CO 2 supplementation in oleaginous microalga Coccomyxa subellipsoidea C-169 [J ] . Biotechnology for Biofuels , 2016 , 9 : 151 .
SALAMA E S , GOVINDWAR S P , KHANDARE R V , et al . Can omics approaches improve microalgal biofuels under abiotic stress? [J ] . Trends in Plant Science , 2019 , 24 ( 7 ): 611 - 624 .
PALSSON B . Adaptive laboratory evolution [J ] . Microbe Magazine , 2011 , 6 ( 2 ): 69 - 74 .
FLETCHER E , FEIZI A , BISSCHOPS M M M , et al . Evolutionary engineering reveals divergent paths when yeast is adapted to different acidic environments [J ] . Metabolic Engineering , 2017 , 39 : 19 - 28 .
REN L J , SUN X M , ZHANG L H , et al . Exergy analysis for docosahexaenoic acid production by fermentation and strain improvement by adaptive laboratory evolution for Schizochytrium sp [J ] . Bioresource Technology , 2020 , 298 : 122562 .
ZHOU L , YUAN Y Z , LI X Y , et al . Exploration of phenol tolerance mechanism through antioxidative responses of an evolved strain, Chlorella sp. L5 [J ] . Journal of Applied Phycology , 2018 , 30 ( 4 ): 2379 - 2385 .
LACROIX R A , PALSSON B O , FEIST A M . A model for designing adaptive laboratory evolution experiments [J ] . Applied and Environmental Microbiology , 2017 , 83 ( 8 ): e03115 - e03116 .
PHANEUF P V , GOSTING D , PALSSON B O , et al . ALEdb 1.0: a database of mutations from adaptive laboratory evolution experimentation [J ] . Nucleic Acids Research , 2018 , 47 ( D1 ): D1164 - D1171 .
YU T , ZHOU Y J , HUANG M T , et al . Reprogramming yeast metabolism from alcoholic fermentation to lipogenesis [J ] . Cell , 2018 , 174 ( 6 ): 1549 - 1558.e14 .
GONG Z , NIELSEN J , ZHOU Y J . Engineering robustness of microbial cell factories [J ] . Biotechnology Journal , 2017 , 12 ( 10 ): 1700014 .
许可 , 王靖楠 , 李春 . 智能抗逆微生物细胞工厂与绿色生物制造 [J ] . 合成生物学 , 2020 , 1 ( 4 ): 427 - 439 .
XU K , WANG J N , LI C . Intelligent microbial cell factory with tolerance for green biological manufacturing [J ] . Synthetic Biology Journal , 2020 , 1 ( 4 ): 427 - 439 .
BAEK K , YU J , JEONG J , et al . Photoautotrophic production of macular pigment in a Chlamydomonas reinhardtii strain generated by using DNA-free CRISPR-Cas9 RNP-mediated mutagenesis [J ] . Biotechnology and Bioengineering , 2018 , 115 ( 3 ): 719 - 728 .
HAO X H , LUO L , JOUHET J , et al . Enhanced triacylglycerol production in the diatom Phaeodactylum tricornutum by inactivation of a Hotdog-fold thioesterase gene using TALEN-based targeted mutagenesis [J ] . Biotechnology for Biofuels , 2018 , 11 : 312 .
NADUTHODI M I S , MOHANRAJU P , SÜDFELD C , et al . CRISPR-Cas ribonucleoprotein mediated homology-directed repair for efficient targeted genome editing in microalgae Nannochloropsis oceanica IMET1 [J ] . Biotechnology for Biofuels , 2019 , 12 : 66 .
LIU R M , LIANG L Y , FREED E F , et al . Engineering regulatory networks for complex phenotypes in E. coli [J ] . Nature Communications , 2020 , 11 : 4050 .
NOH M H , CHA S , KIM M , et al . Recent advances in microbial cell growth regulation strategies for metabolic engineering [J ] . Biotechnology and Bioprocess Engineering , 2020 , 25 ( 6 ): 810 - 828 .
CASTLE S D , GRIERSON C S , GOROCHOWSKI T E . Towards an engineering theory of evolution [J ] . Nature Communications , 2021 , 12 : 3326 .
ZHENG Y Y , HONG K Q , WANG B W , et al . Genetic diversity for accelerating microbial adaptive laboratory evolution [J ] . ACS Synthetic Biology , 2021 , 10 ( 7 ): 1574 - 1586 .
王钱福 , 严兴 , 魏维 , 等 . 生物元件的挖掘、改造与标准化 [J ] . 生命科学 , 2011 , 23 ( 9 ): 860 - 868 .
WANG Q F , YAN X , WEI W , et al . Screening, modification and standardization of biological parts for synthesis biology [J ] . Chinese Bulletin of Life Sciences , 2011 , 23 ( 9 ): 860 - 868 .
PENG Z , LIU G , HUANG K Y . Cold adaptation mechanisms of a snow alga Chlamydomonas nivalis during temperature fluctuations [J ] . Frontiers in Microbiology , 2021 , 11 : 611080 .
WANG Y L , LIU X X , GAO H , et al . Early stage adaptation of a mesophilic green alga to Antarctica: systematic increases in abundance of enzymes and LEA proteins [J ] . Molecular Biology and Evolution , 2019 , 37 ( 3 ): 849 - 863 .
LUAN G D , ZHANG S S , LU X F . Engineering cyanobacteria chassis cells toward more efficient photosynthesis [J ] . Current Opinion in Biotechnology , 2020 , 62 : 1 - 6 .
SANDRINI G , JI X , VERSPAGEN J M H , et al . Rapid adaptation of harmful cyanobacteria to rising CO 2 [J ] . Proceedings of the National Academy of Sciences of the United States of America , 2016 , 113 ( 33 ): 9315 - 9320 .
LI J , ZHU K , MIAO L , et al . Simultaneous improvement of limonene production and tolerance in Yarrowia lipolytica through tolerance engineering and evolutionar y engineering [J ] . ACS Synthetic Biology , 2021 , 10 ( 4 ): 884 - 896 .
FAYYAZ M , CHEW K W , SHOW P L , et al . Genetic engineering of microalgae for enhanced biorefinery capabilities [J ] . Biotechnology Advances , 2020 , 43 : 107554 .
KILIAN O , BENEMANN C S E , NIYOGI K K , et al . High-efficiency homologous recombination in the oil-producing alga Nannochloropsis sp [J ] . Proceedings of the National Academy of Sciences of the United States of America , 2011 , 108 ( 52 ): 21265 - 21269 .
WEEKS D P . Homologous recombination in Nannochloropsis : a powerful tool in an industrially relevant alga [J ] . Proceedings of the National Academy of Sciences of the United States of America , 2011 , 108 ( 52 ): 20859 - 20860 .
CHANG K S , KIM J , PARK H , et al . Enhanced lipid productivity in AGP knockout marine microalga Tetraselmis sp. using a DNA-free CRISPR-Cas9 RNP method [J ] . Bioresource Technology , 2020 , 303 : 122932 .
MALCI K , WALLS L E , RIOS-SOLIS L . Multiplex genome engineering methods for yeast cell factory development [J ] . Frontiers in Bioengineering and Biotechnology , 2020 , 8 : 589468 .
0
Views
1
下载量
3
CSCD
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024621