Project Description

Ethical and Ecological Considerations in Factor G Production

Our project focuses on creating a sustainable and humane method for producing Factor G, a key diagnostic component for deep-seated mycosis. The traditional method of extracting Factor G from horseshoe crabs harms their health and survival, threatening their populations and marine ecosystems. By using E. coli to produce Factor G, we offer a more sustainable alternative that preserves natural resources and reduces ecological impact.

Inspiration Behind the Sustainable Factor G Initiative

Inspired by the science fiction novel "Blue Blood Man," we became curious about blue blood on Earth. We discovered that Tachypleus tridentatus have blue blood with significant medicinal value, but widespread blood harvesting has endangered the species, especially during their breeding season. To preserve this resource and protect the species, we focused on developing an artificial alternative, which led to our project.

$15000
the price of limulus blood per liter
20%
of crabs dying during the extraction process

Objectives of the Factor G Optimization Project

Factor G, a heterodimeric serine protease zymogen, is activated by (1→3)-β-D-glucans (BDG) from fungal cell walls and is used in diagnostic agents for deep-seated mycosis. Extracting Factor G from horseshoe crabs is time-consuming and harms their health, leading to increased mortality after blood donation. Our goal is to produce Factor G using E. coli and optimize the protein structure to improve its binding with BDG. Ultimately, we aim to develop a more efficient version of Factor G and create an improved version of the TAL (Tachypleus Amebocyte Lysate) test.

Comprehensive Methodology for Sustainable Factor G Production

To achieve our project goals, we employ a systematic approach that encompasses a range of molecular biology techniques and innovative technologies. Initially, we constructed recombinant plasmids by synthesizing the Factor G sequence, reverse transcription, PCR amplification, and agar gel electrophoresis for verification. We then utilize pET vectors, such as pET-28a(+) and pET-22b(+), with appropriate restriction enzymes to create compatible ends for cloning. The ligation reaction(in-fusion) fuses the vector and target gene, followed by transformation into E. coli strains like BL21(DE3) and Rosetta, with antibiotic screening to select for successful incorporation of the recombinant plasmids.

Expression and purification of Factor G are facilitated through culturing, IPTG induction, SDS-PAGE, Western Blotting, and nickel affinity chromatography. The BDG Assay System evaluates substrate decomposition, and the innovative Alpha Fold technology simulates the Factor G structure to identify structural variations. These variations are then incorporated using newly designed primers, and the cycle of expression, purification, and assay repeats to measure the impact of the modifications.

The optimal variant is selected for integration into a G-test kit, which is prototyped and compared with existing commercial models. This comprehensive methodology ensures a thorough investigation and optimization of Factor G, which leads to the development of a superior variant with enhanced properties.

How would the methods solve the problem:

Our systematic approach ensures a thorough investigation of the Factor G sequence, from its initial construction to the optimization of its expression and function. It ultimately leads to the generation of a superior variant with enhanced properties.

First, the construction of recombinant plasmids begins with synthesizing the Factor G sequence and injecting it into plasmids. The initial step is the reverse transcription of DNA, followed by PCR amplification, and the product is subsequently checked by using agar gel electrophoresis. Following this, a pET vector is constructed. A system with two plasmids is suggested due to the large size of each subunit, with the size of approximately 2000 base pairs. Appropriate pET vectors such as pET-28a(+), pET-22b(+) are selected, and restriction enzyme combinations like BamHI/HindIII and EcoRI/HindIII are used to treat the vector and create compatible ends. The site information is obtained by consulting the vector's multiple cloning site (MCS) sequence (restriction enzymes correlates to the sites) .

The next step is the ligation reaction. By in-fusion, the restricted vector and target gene fragments are mixed and DNA ligase is used to form a recombinant plasmid. The transformation of E. coli is then carried out, with the recombinant plasmid being introduced into host cells such as BL21(DE3) and Rosetta via chemical transformation. There are also Origami chemically competent cells in the system. Antibiotic screening, such as with kanamycin and ampicillin, is used to select bacterial cells containing both recombinant plasmids.

Then, the expression and purification of Factor G are the next goals. After culturing in LB or TB medium until adequate density, the expression of Factor G is induced under selected conditions, such as IPTG induction, and the expression level is detected using SDS-PAGE and Western Blotting. After successful expression, the target protein is purified using nickel affinity chromatography. Then, the BDG Assay System is employed to detect substrate decomposition. Under conditions where BDG and substrate are provided, the change in product concentration, specifically the amount of pNA, is measured using a microplate spectrophotometer.

The final stage of this process leverages the innovative Alpha Fold technology. Alpha Fold is used to simulate the structure of the Factor G amino acid sequence, and to identify possible structural variations. Based on these findings, new primers are designed to achieve these structural variations. The process then repeats with the reconstruction of expression systems, and the utilization of the BDG Assay System to measure the effect of the variant on substrate decomposition. The results are compared to those of the original Factor G to evaluate the improvements and effectiveness of the structural variations introduced through the Alpha Fold-guided modifications.

The optimal variation would be involved in the G-test kit, which will be later used to construct prototype kit and perform comparison tests with current commercial (animal based) models.

Transformative Impact of Sustainable Factor G Production

The development of rLAL-based fungal infection assay kits offers significant social, ethical, and policy benefits:

Socially: Enhances public health through early detection and treatment of fungal infections, reducing healthcare burdens and improving community health.

Ethically: Transitioning from animal-derived LAL to rLAL reflects a commitment to animal welfare and sustainable practices, aligning with global trends in responsible biomedical research.

Politically: Successful adoption of rLAL could lead to updated regulatory guidelines, promoting innovative and eco-friendly diagnostic technologies.

In the long run, rLAL-based assays will:

Improve Healthcare: Boost diagnostic accuracy, patient care, and support antimicrobial stewardship.

Environmentally: Reduce reliance on horseshoe crab blood, aiding marine conservation and sustainable resource use.

Economically: Lower healthcare costs and create new biotech market opportunities.

Ultimately, these advancements enhance public trust in healthcare and demonstrate leadership in ethical, sustainable practices globally.

References

  • Maloney T, Phelan R, Simmons N. Saving the horseshoe crab: A synthetic alternative to horseshoe crab blood for endotoxin detection. PLoS Biol. 2018 Oct 12;16(10):e2006607. doi: 10.1371/journal.pbio.2006607. PMID: 30312293; PMCID: PMC6200278.
  • White SK, Schmidt RL, Walker BS, et al. (1→3)-β-D-glucan testing for the detection of invasive fungal infections in immunocompromised or critically ill people. Cochrane Database Syst Rev. 2020 Jul 21;7(7):CD009833. doi: 10.1002/14651858.CD009833.pub2. PMID: 32693433; PMCID: PMC7387835.
  • Iwanaga S. Biochemical principle of Limulus test for detecting bacterial endotoxins. Proc Jpn Acad Ser B Phys Biol Sci. 2007 May;83(4):110-9. doi: 10.2183/pjab.83.110. PMID: 24019589; PMCID: PMC3756735.
  • Yoshida M. Development of a Method of Measuring β-D-Glucan and Its Use in Preemptive Therapy for Invasive Fungal Infections. Int J Mol Sci. 2021 Aug 27;22(17):9265. doi: 10.3390/ijms22179265. PMID: 34502174; PMCID: PMC8431658.
  • Takaki Y, Seki N, Kawabata Si S, et al. Duplicated binding sites for (1->3)-beta-D-glucan in the horseshoe crab coagulation factor G: implications for a molecular basis of the pattern recognition in innate immunity. J Biol Chem. 2002 Apr 19;277(16):14281-7. doi: 10.1074/jbc.M200177200. Epub 2002 Feb 5. PMID: 11830593.
  • Bamba Y, Nagano K, Moro H, et al. Efficacy of the new β-D-glucan measurement kit for diagnosing invasive fungal infections, as compared with that of four conventional kits. PLoS One. 2021 Aug 26;16(8):e0255172. doi: 10.1371/journal.pone.0255172. PMID: 34437556; PMCID: PMC8389481.
  • Seki N, Muta T, Oda T, et al. Horseshoe crab (1,3)-beta-D-glucan-sensitive coagulation factor G. A serine protease zymogen heterodimer with similarities to beta-glucan-binding proteins. J Biol Chem. 1994 Jan 14;269(2):1370-4. Erratum in: J Biol Chem. 1995 Jan 13;270(2):986. PMID: 8288603.
  • Obayashi T, Yoshida M, Mori T, et al. Plasma (1->3)-beta-D-glucan measurement in diagnosis of invasive deep mycosis and fungal febrile episodes. Lancet. 1995 Jan 7;345(8941):17-20. doi: 10.1016/s0140-6736(95)91152-9. PMID: 7799700.
  • Liu C, Zhang L, Zhang J, et al. Rational design of antibodies and development of a novel method for (1-3)-β-D glucan detection as an alternative to Limulus amebocyte lysate assay. Front Cell Infect Microbiol. 2024 Jan 24;14:1322264. doi: 10.3389/fcimb.2024.1322264. PMID: 38328671; PMCID: PMC10847287.
  • Hodes DS, Heon D, Hass A, et al. Reaction of fungal products with amebocyte lysates of the Japanese horseshoe crab, Tachypleus tridentatus. J Clin Microbiol. 1987 Sep;25(9):1701-4. doi: 10.1128/jcm.25.9.1701-1704.1987. PMID: 3308950; PMCID: PMC269311.
  • Muta T, Seki N, Takaki Y, et al. Purified horseshoe crab factor G. Reconstitution and characterization of the (1-->3)-beta-D-glucan-sensitive serine protease cascade. J Biol Chem. 1995 Jan 13;270(2):892-7. PMID: 7822328.