DBTL-1
            Design:
              The GAT1 gene (Systematic Name: YFL021W, SGD ID: SGD: S000001873) was selected as a target. The goal of this engineering cycle is to demonstrate whether its deletion optimizes nitrogen metabolism to maximize amino acid and protein production from urea, supporting our goal of creating a sustainable single-cell protein source for astronauts. The GAT1 gene was deleted to simplify nitrogen catabolite repression control and evaluate the contribution of GAT1-dependent regulation in urea utilization. 
              In S. cerevisiae, nitrogen metabolism is regulated by Nitrogen Catabolite Repression (NCR), which enables preferential use of easily assimilable nitrogen sources like glutamine and ammonia. The GATA transcription factors Gln3p and Gat1p activate, while Dal80p and Nil2p repress NCR-sensitive genes. Under nitrogen-rich conditions, Ure2p sequesters Gln3p in the cytoplasm, but during nitrogen scarcity, it relocates to the nucleus to activate key assimilation genes such as GDH2 and GLN1. The TOR pathway modulates this process by controlling Gln3p and Gat1p localization in response to nitrogen availability.
              Two enzymes, glutamate dehydrogenase (Gdh1p) and glutamine synthetase (Gln1p), play central roles in assimilating ammonium into glutamate and glutamine. Their activities rise under nitrogen-limited conditions and are inhibited by intracellular glutamine when nitrogen is abundant, maintaining metabolic balance. Thus, it was hypothesised that if the genes controlling these enzymes are overexpressed, in addition to the deletion of the GAT1 gene, the intracellular protein content would increase without having limit control.[1]
              
            Build:
              The GAT1 gene (Systematic Name: YFL021W, SGD ID: SGD: S000001873) [10] in S. cerevisiae (strain CENPK1D) was disrupted using a homology-based gene knockout strategy to enable precise replacement of the target locus. This approach employed the URA3 selection marker derived from the pUG72 plasmid, flanked by loxP recombination sites. To generate the disruption cassette, the loxP–URA3–loxP sequence was PCR-amplified using primers containing approximately 50 base pairs of homology to the genomic regions immediately upstream and downstream of the GAT1 open reading frame.
              Primers used for amplification:
              Del_GAT1_fwd: ACATATATATAGGTGTGTGCCACTCCCGGCCCCGGTATTAGCATGCAGCTGAAGCTTCGTACGC
              Del_GAT1_rev: GCGGACATGGAAAGAAGCGAGTACTTTTTTTTTTTGGGGGATCTAGCATAGGCCACTAGTGGATCTG
              (homologous flanking sequences are in bold letters)
              These homology arms facilitated targeted integration of the cassette into the yeast genome via homologous recombination, effectively replacing the native GAT1 gene with the URA3 marker.
              
              The linear PCR product was introduced into yeast cells using the lithium acetate transformation method. Successful transformants were selected on synthetic complete (SC) media lacking uracil (SC–Ura), confirming URA3 integration at the GAT1 locus. This strategy enabled efficient, targeted gene disruption, making it well-suited for downstream functional genomic studies. To excise the URA3 selection marker following its integration at the GAT1 locus, the knockout strain was co-transformed with plasmid pBF3036, which carries an inducible Cre recombinase gene. Cre recombinase catalyzes site-specific recombination between the loxP sites flanking the URA3 cassette, leading to its excision from the genome.
              
                
               
              
                
               
              Transformants were selected on synthetic complete (SC) media supplemented with leucine to maintain the Cre-expressing plasmid. Induction of Cre expression was followed by replica plating of the colonies onto SC–Ura medium to screen for URA3 loss. Colonies that failed to grow on SC–Ura were indicative of successful marker excision. These colonies were considered confirmed GAT1 deletion mutants, in which the target gene had been disrupted and the URA3 marker subsequently removed.
              
            Test:
              S. cerevisiae strain CEN.PK1D (Parent) and del GAT1 strain were initially cultured overnight in yeast minimal media [synthetic complete medium lacking uracil (SC–Ura)].
              
              The overnight cultures were subcultured, and the optical density at 600 nm (OD₆₀₀) was measured. This OD was correlated to the dry cell weight using experimentally observed correlations. Cell pellets from both the mutant and control strains were harvested and analyzed for total nitrogen content using Kjeldahl digestion followed by the micro-Kjeldahl method. The measured nitrogen percentage was then converted to crude protein content using a conversion factor of 6.25.
              
            Learn:
            Overall deletion of GAT1 caused an increase in the protein content as hypothesised.
            
            
            
           
        
        
          DBTL-2
          Iteration 1
          
            Design:
              In S. cerevisiae, the majority of nitrogen used for amino acid biosynthesis is derived from glutamate and glutamine. Approximately 85% of the cellular nitrogen originates from the amino group of glutamate, while the remaining 15% is contributed by the amide group of glutamine. These two amino acids serve as central nitrogen donors, playing a crucial role in maintaining nitrogen balance and supporting protein synthesis within the cell. In the present study, we sought to increase nitrogen content in the Del GAT1 + S. cerevisiae CENPK.1D  by overexpressing enzymes involved in nitrogen metabolism. Through strategic overexpression of key nitrogen metabolism genes GDH1 and GLN1, the modified strains are expected to exhibit improved growth and biomass production, thereby boosting the potential of these yeasts as Single Cell Protein (SCP) sources.[1]
            Build:
              Recombinant plasmids containing the GDH1 (Systematic Name: YOR375C, SGD ID: SGD:S000005902) BBa_25TI69KR[10] and GLN1  (Systematic Name: YPR035W, SGD ID: SGD:S000006239) BBa_25GT9CLB  [11] genes were initially isolated from S. cerevisiae CEN.PK1D genomic DNA using the following primers. 
              Primers for GDH1:
              Fwd_GDH1_BamHI: CGCGGATCCATGTCAGAGCCAGAATTTC
              Rev_GDH1_Xhol: CCGCTCGAGTTAAAATACATCACCTTGGTC
              Primers for GLN1:
              Fwd_GDH1_BamHI: CGCGGATCCATGGCTGAAGCAAGCATC
              Rev_GDH1_Xhol: CCGCTCGAGTTATGAAGATTCTCTTTCAAATTCC
              PCR conditions for amplification included an annealing temperature of 57°C and an extension time of 2 minutes, optimized for the sizes of GDH1 (1362 bp) and GLN1 (1110 bp), respectively.
              
              
              These isolated genes were separately recombined with pRS426-GPD with GPD promoter and CYC1 terminator using the plasmid backbone digested with restriction enzymes BamHI and Xhol. 
              
              Recombinant plasmids containing the GDH1 and GLN1 genes were successfully introduced into the delGAT1 mutant. Following the transformation, positive clones were identified through selection on appropriate media (minimal media).
              
              This experimental setup allows a direct comparison of GDH1 and GLN1 activity in the presence of GAT1, a central transcriptional regulator involved in nitrogen metabolism, in comparison to the original S. cerevisiae strain.
            Test:
              By examining these strains side-by-side, we can better understand how GAT1 influences the cellular response to enhanced nitrogen assimilation. Targeted manipulation of key metabolic genes can significantly improve protein production, even in strains lacking native regulatory elements. To evaluate the impact of GDH1 and GLN1 overexpression on protein accumulation in del GAT1 strain  S. cerevisiae, total nitrogen content was determined using the Kjeldahl method. The delGAT1 mutant strains were transformed with either GDH1, GLN1 and grown in triplicate in synthetic URA dropout minimal medium. Cultures were harvested at mid-log phase, and nitrogen content was converted to protein using a conversion factor of 6.25.
              
              
            Learn:
              Overexpression of GDH1 with the deleted GAT1 gene gave the most protein content, followed by the overexpressed GLN1 with the deleted GAT1 gene and the deleted GAT1 strain. This further reinforces our initial hypothesis.
          
          Iteration 2
          
            Design:
              These results indicate that the modified S. cerevisiae strains have the potential to be utilized for nitrogenous waste recycling. Implementing this circular economy approach could contribute to addressing global protein deficiency challenges. Moreover, this principle holds particular promise for closed environments such as the International Space Station (ISS), where efficient resource recovery and waste utilization are of critical importance while also addressing the pressing issue of protein deficiency in astronauts, leading to a reduction in muscle mass.
            Build:
              Recombinant plasmids containing the GDH1 and GLN1 genes were successfully introduced into both the wild-type S. cerevisiae strain and the delGAT1 mutant. Following the transformation, positive clones were identified through selection on appropriate media. This experimental setup allows a direct comparison of GDH1 and GLN1 activity in the presence of GAT1, a central transcriptional regulator involved in nitrogen metabolism, in comparison to the original S. cerevisiae strain.
            Test:
              The same tests were carried out for the modified and unmodified strains, but in a urea medium. 
              
            Learn:
              This shows us promising results, especially in the GDH1+delGAT1 strain when compared to the unmodified parent strain
              There is a high possibility that the results of this experiment are erroneous; there was no opportunity to reperform this due to the time constraint. Further testing will be carried out post-wiki-freeze.