COMBINING EXPERIMENT,MODELING AND HUMAN PRACTICE TO PRODUCE: Our project combines molecular modeling, Human Practices, and market analysis to optimize LACS1 for sustainable DHA-PC production while addressing societal needs.

Key Points:

  1. MOLECULAR MODELING: Enhanced LACS1 efficiency using molecular docking, dynamics simulations, and flux balance analysis in Schizochytrium limacinum.
  2. HUMAN PRACTICE: Engaged in market surveys and educational outreach to understand consumer preferences and promote synthetic biology.
  3. SUSTAINABLE PRODOCUTION: Focused on biological synthesis of DHA-PC to meet market demands and promote environmental sustainability.

Contribution of the Experiment

Our project contributes significantly to the iGEM community by providing a novel approach to the biological synthesis of DHA-PC through the optimization of the LACS enzyme. Specifically, we engineered LACS to enhance its affinity for DHA using protein modeling and mutagenesis, which can serve as a foundation for teams focusing on fatty acid metabolism and biosynthesis. Additionally, the methodologies we developed for screening enzyme variants, coupled with advanced product detection techniques like LC-MS, offer robust tools for future teams working on metabolic engineering. Our work also highlights the potential of using *Schizochytrium limacinum* and *Saccharomyces cerevisiae* as production chassis, paving the way for sustainable production of complex lipids. This contribution addresses challenges in synthetic biology related to enzyme specificity and scalable biosynthesis, providing practical insights and resources for the iGEM community to further explore lipid engineering and DHA-PC production.

SGOH
Figure 1: The pathway of lipid metab olism in the yeast Schizosaccharomyces pombe
Code Name Length Description
BBa_K5255000 Lacs1+his 1980 For more than 24 carbon has a certain catalytic capacity, including DHA
BBa_K5255001 Czlacs5+his 2145 The activity of [C16:1] [C18:3n3] [EPA] [DHA] [C18:1] was significantly decreased from left to right
BBa_K5255002 LACS6+his 2763 It has certain catalytic activity for DHA
BBa_K5255003 MLACS1 1982 Mutant Lacs1 has higher catalytic activity on DHA
BBa_K5255004 pAR-Ec633 7602 A nuclear plasmid encoding an error-prone mutant TP-DNAP1 (L477V, L640Y, I777K, W814N) for OrthoRep
BBa_K5255005 FAS1 379 It has been used to knockout the FAS1 gene of INVSC1, including a sequence of tRNA, HDV ribozyme, FAS1 gRNA, gRNA scaffold, and SNR52 terminator.
BBa_K5255006 FAS1 FAA4 547 It has been used to knockout the FAS1 and FAA4 genes of INVSC1, including a sequence of tRNA, HDV ribozyme, FAS1 gRNA, FAA4 gRNA, gRNA scaffold, and SNR52 terminator.
BBa_K5255007 FAS1 FAA4 FAA1 715 It has been used to knockout the FAS1, FAA4, and FAA1 genes of INVSC1, including a sequence of tRNA, HDV ribozyme, FAS1 gRNA, FAA4 gRNA, FAA1 gRNA, gRNA scaffold, and SNR52 terminator.
BBa_K5255008 FAS1 homologous repair fragment 182 It is used to repair the FAS1 gene knocked out by CRISPR and facilitate PCR screening
BBa_K5255009 FAA1 homologous repair fragment 182 It is used to repair the FAA1 gene knocked out by CRISPR and facilitate PCR screening
BBa_K5255010 FAA4 homologous repair fragment 182 It is used to repair the FAA4 gene knocked out by CRISPR and facilitate PCR screening
BBa_K5255011 pGKL1-LACS1 7051 Linearized plasmid for homologous recombination with linearized pccl-LACS1
BBa_K5255012 pGKL1-Czlacs5 7216 Linearized plasmid for homologous recombination with linearized pccl-Czlacs5
BBa_K5255013 pGRKL1-LACS6 7726 Linearized plasmid for homologous recombination with linearized pccl-LACS6
BBa_K5255015 gal+LACS1+his 2326 LACS1-his fusion protein regulated by galactose promoter
BBa_K5255016 gal+Czlacs5+his 2491 Czlacs5-his fusion protein regulated by galactose promoter
BBa_K5255017 gal+LACS6+his 8917 LACS6-his fusion protein regulated by galactose promoter
BBa_K5255018 T7+LACS1+his 2005 LACS1-his fusion protein regulated by IPTG
BBa_K5255019 T7+Czlacs5+his 2170 Czlacs5-his fusion protein regulated by IPTG
BBa_K5255020 T7+LACS6+his 2680 LACS6-his fusion protein regulated by IPTG
BBa_K5255021 T7+MLACS1+his 2007 MLACS1-his fusion protein regulated by IPTG

Contribution of the Modeling

Our project makes a significant contribution to the iGEM community by utilizing advanced modeling techniques to enhance the functionality of the LACS1 enzyme. We performed molecular docking and molecular dynamics simulations to identify optimal mutation sites, allowing for precise modifications to improve the enzyme's catalytic efficiency. Additionally, we conducted flux balance analysis of fatty acid metabolism within *Schizochytrium limacinum* , providing valuable insights into metabolic pathways and their regulation. This comprehensive approach not only demonstrates the potential of LACS1 for DHA-PC biosynthesis but also offers a methodological framework that other iGEM teams can adopt for enzyme engineering and metabolic modeling. Our findings contribute to the broader field of synthetic biology by facilitating the sustainable production of valuable fatty acids and lipids through enhanced biotechnological processes.

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Figure 2:The work flow of modeling.
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Figure 3:The competitive substrate Michaelis-Menten equation derived can transform the Michaelis constants measured in vitro into those in vivo.

Contribution of Human Practice

Our project significantly contributes to the iGEM community by integrating comprehensive Human Practices, which included market resea # Contribution of Human Practice

Our project significantly contributes to the iGEM community by integrating comprehensive Human Practices, which included market research, educational outreach in schools, and public awareness initiatives. Through market surveys, we gathered valuable insights into consumer perceptions and preferences regarding DHA-PC, ensuring that our biological synthesis approach aligns with market needs. Our educational efforts in schools aimed to raise awareness of synthetic biology and its applications, fostering interest in biotechnology among the next generation. Additionally, our public education campaigns provided accessible information about the benefits of sustainable bioproduction and the importance of natural products, thus promoting informed discussions within the community. By addressing societal concerns and enhancing public understanding, our Human Practices initiatives not only support the success of our project but also contribute to the overall acceptance and integration of synthetic biology solutions in everyday life, paving the way for future iGEM teams to engage with their communities effectively.

SGOH
Figure 4: The logic of Human Practice work.