Team:SKLMT-China/Project Overview
Motivation
In the universe observed by human, the Earth is undoubtedly one of the most beautiful planets, but the land on which we live is gradually dying.Soil, as a resource that is difficult to regenerate, its importance is irreplaceable and self-evident. As the main area of human activities on the surface of the earth and natural filtration devices, land naturally bears most of the pollutants. In China, more than one-tenth of the cultivated land is polluted. Soil pollution has seriously affected the sustainable development of food safety and agriculture, and has become a major obstacle to solving the world food problem.
According to China's demonstration project, the average cost of conventional restoration methods for cultivated land restoration is 75 million yuan/km sup>2, and the minimum cost is 45 million yuan/km2[1] . The repair cycle is based on 15 years, and it is conservatively estimated to be governed by 2020. The capital requirement for repairing 6667 km 2 of cultivated land is 66.7 billion yuan [2] .
Conventional repair methods are costly, so the application of synthetic biology methods gives microbes good degradation characteristics, making bioremediation an economical and effective option. We want to apply our expertise to protect this planet.
However, in the existing research,
Why we chose P. fluorescens pf-5
First, it belongs to the genus Pseudomonas.The members of the genus demonstrate a great deal of metabolic diversity and consequently are able to colonize a wide range of niches. These give it an incredible ability of biosynthesis and bioremediation [4] .
Second, many of the representatives of the genus Pseudomonas are pathogenic [5] , such as
Finally,
Promoter library
When compared to platform organisms such as Escherichia coli, the toolkit for engineering
To improve the
In our model，encode each three-base sequence with quaternary number(A,T,C,G represents quaternary number 0,1,2,3 ),and then get a vector with 64 dimensions from AAA to GGG, which calculates the frequency of appearance for each type in DNA sequence [9].We preliminarily assume that there is a simple linear relationship between the 64 components of this vector and the final result, and preliminarily confirm our hypothesis by comparing the difference between calculated value and measured value by solving sparse equations.Subsequently, we further strengthened our model by using the neural network model with stronger stability and more relevant parameters, and obtained an algorithm to predict the promoter strength.
Nicotine degradation engineered bacteria
In addition to the formation of the promoter library, we also constructed a nicotine-degrading engineered bacteria using
These days everyone knows what smoking cigarettes does to our bodies, but the knowledge of what smoking does to the Earth is not as common. The pollution caused by cigarettes does not stop in our bodies or the air; it also affects the land we live on and the water that we drink.
Cigarettes contain over 4000 chemicals, like countless toxic tea bags, which are exhaled and released into the air and the atmosphere.Nicotineis one of the most harmful ingredients in cigarette and is the biggest resistance to smoking cessation.In 1994, the US Environmental Protection Agency defined nicotine as "toxic hazardous waste." The 2013 review suggests that the lower limit causing fatal outcomes is 500–1000 mg of ingested nicotine, corresponding to 6.5–13 mg/kg orally. An accidental ingestion of only 6 mg may be lethal to children [10].
Besides toxic to humans, nicotine is also very soluble in water. This makes nicotine easy to seep into soils and groundwater and cause serious pollution. Moreover, nicotine relased in the environment can damage the normal soil microbial community [11] and affects the survival of pollinators, such as bees [12] . These can have far-reaching effects on the ecological environment.
There are several bacteria can degrade nicotine which include
Because if the entire metabolic pathway is introduced into Pseudomonas fluorescens, it is a huge burden on the expression vector, and the product of the first half of the pathway is 2,5-DHP, which can be used as a precursor of various drugs and can be placed in the environment. Turns waste nicotine into treasure.
Furthermore, we used promoter with different strength to control the expression of key enzyme, NicA2.
Red/ET Recombineering
Driven by the needs of functional genomics, DNA engineering by homologousrecombination in Escherichia coli has emerged as a major addition to existing technologies. Two alternative approaches, RecA-dependent engineering and ET recombination, allow a wide variety of DNA modifications, including somewhich are virtually impossible by conventional methods. These approaches donot rely on the presence of suitable restriction sites and can be used to insert,delete or substitute DNA sequences at any desired position on a target molecule. Furthermore, ET recombination can be used for direct subcloning and cloning of DNA sequences from complex mixtures, including bacterialartificial chromosomes and genomic DNA preparations [14]. The strategies reviewed in this article are applicable to modification of DNA molecules of anysize, including very large ones, and present powerful new avenues for DNA manipulation in general.
Furthermore, we have found some small defect on the recombination vector and did some improvement about it.
In conclusion, we constructed a promoter library in
References
[1]Ma Zhong,XuXiangbo,ZhaoHang,ZhuFeng,ChangDunhu.On the Requirement and Realization Mechanism of Remediation Funds for Polluted Cultivated Land in "Ten Shi"[J].Environmental Protection,2017,45(16):43-46.
[2]GaoFeng. Difficulties in the restoration of heavy metal pollution in cultivated land
[J]. China Land, 2014 (02): 14-15.
[3]Kim J, Salvador M, Saunders E, González J, Avignone-Rossa C, Jiménez JI. Properties of alternative microbial hosts used in synthetic biology: towards the design of a modular chassis. Pinheiro VB, ed. Essays in Biochemistry. 2016;60(4):303-313.
[4]Yan, Qing et al. “Novel Mechanism of Metabolic Co-Regulation Coordinates the Biosynthesis of Secondary Metabolites in Pseudomonas Protegens.” Ed. Jon Clardy. eLife 6 (2017): e22835.
[5]Joanna B. Goldberg, Pathogenesis of Pseudomonas, Emory University School of Medicine
[6]Chen Zhiyi, Application and Development Strategy of Microbial Pesticides in Plant Diseases and Insect Pests Control[J], Jiangsu Agricultural Sciences,2001(04):39-42.
[7]Shinde S, Cumming JR, Collart FR, Noirot PH, Larsen PE. Pseudomonas fluorescensTransportome Is Linked to Strain-Specific Plant Growth Promotion in Aspen Seedlings under Nutrient Stress. Frontiers in Plant Science. 2017;8:348.
[8]VivekK,Mutalik, Joao C,Guimaraes, Guillaume,Cambray, Colin,Lam, Marc Juul,Christoffersen, Quynh-Anh,Mai, Andrew B,Tran, Morgan,Paull, Jay D,Keasling, Adam P,Arkin, and Drew,Endy. Precise and reliable gene expression via standard transcription and translation initiation elements. United States: N. p., 2013. Web. doi:10.1038/NMETH.2404.
[9]Xuan Zhou, Xin Zhou, ZhaojieZhong, Prediction of start-up strength of E. coli promoter, Computers and Applied Chemistry, Jan.28,2014|Volume 31| Issue 1,101-103
[10]Mayer B (January 2014). "How much nicotine kills a human? Tracing back the generally accepted lethal dose to dubious self-experiments in the nineteenth century". Archives of Toxicology. 88 (1): 5–7
[11]Mayer B (January 2014). "How much nicotine kills a human? Tracing back the generally accepted lethal dose to dubious self-experiments in the nineteenth century". Archives of Toxicology. 88 (1): 5–7
[12]Nauen, R., Ebbinghaus-Kintscher, U. and Schmuck, R. (2001) Toxicity and nicotinic acetylcholine receptor interaction of imidacloprid and its metabolites in Apismellifera (Hymenoptera: Apidae) Pest. Manag. Sci. 57 (7) DOI: 10.1002/ps.331
[13]Tang H, Wang L, Wang W, Yu H, Zhang K, Yao Y, et al. (2013) Systematic Unraveling of the Unsolved Pathway of Nicotine Degradation in Pseudomonas. PLoS Genet 9(10): e1003923.
[14]Wang H., Li Z., Jia R., Hou Y., Yin J., Bian X., et al. (2016). RecET direct cloning and Redαβ recombineering of biosynthetic gene clusters, large operons or single genes for heterologous expression. Nat. Protoc. 11, 1175–1190.