Week 2 HW: Dna-Read-Write-and-Edit

Part 1: Benchling & In-silico Gel Art

I simulated the Restriction Enzyme Digestion in Benchling to create a design. I found it initially difficult to visualise patterns or images with the 7 restriction enzymes. I therefore decided to mix certain enzymes in the same wells to generate more DNA fragments and explore shapes further.

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Part 3: DNA Design Challenge
3.1 Which protein have you chosen and why? Using one of the tools described in the recitation (NCBI, UniProt, Google), obtain the protein sequence for the protein you chose.

Name of protein: psiH (tryptamine 4-monooxygenase)

I chose this specific protein as it relates to my project idea from homework 1. PsiH catalyses the 4-hydroxylation of tryptamine to 4-hydroxytryptamine, which is an essential and unique part of psilocybin biosynthesis that allows for the production of psilocin (the active therapeutic metabolite). This P450 enzyme (psiH) acts as a critical rate‐limiting step of psilocybin production. Furthermore, it needs exact heme binding and substrate fit, which is rare in nature and tough to engineer in E. coli (Huang et al., 2025). This makes PsiH the technical core of my biosynthetic pathway design from Homework 1, where engineered E. coli would produce psilocybin locally to activate gut serotonin signalling for IBD treatment (Robinson et al., 2023).

Refrences:

  • Huang, Z., Yao, Y., Di, R., Zhang, J., Pan, Y. and Liu, G. (2025). De Novo Biosynthesis of Antidepressant Psilocybin in Escherichia coli.Microbial biotechnology, [online] 18(4), p.e70135. doi:https://doi.org/10.1111/1751-7915.70135.
  • Gregory Ian Robinson, Li, D., Wang, B., Rahman, T., Gerasymchuk, M., Hudson, D., Kovalchuk, O. and Kovalchuk, I. (2023). Psilocybin and Eugenol Reduce Inflammation in Human 3D EpiIntestinal Tissue.Life, 13(12), pp.2345–2345. doi:https://doi.org/10.3390/life13122345.
  • Amino Acid Protein Sequence:

    MIAVLFSFVIAGCIYYIVSRRVRRSRLPPGPPGIPIPFIGNMFD MPEESPWLTFLQWGRDYNTDILYVDAGGTEMVILNTLETITDLLEKRGSIYSGRLEST MVNELMGWEFDLGFITYGDRWREERRMFAKEFSEKGIKQFRHAQVKAAHQLVQQLTKT PDRWAQHIRHQIAAMSLDIGYGIDLAEDDPWLEATHLANEGLAIASVPGKFWVDSFPS LKYLPAWFPGAVFKRKAKVWREAADHMVDMPYETMRKLAPQGLTRPSYASARLQAMDL NGDLEHQEHVIKNTAAEVNVGGGDTTVSAMSAFILAMVKYPEVQRKVQAELDALTNNG QIPDYDEEDDSLPYLTACIKELFRWNQIAPLAIPHKLMKDDVYRGYLIPKNTLVFANT WAVLNDPEVYPDPSVFRPERYLGPDGKPDNTVRDPRKAAFGYGRRNCPGIHLAQSTVW IAGATLLSAFNIERPVDQNGKPIDIPADFTTGFFRHPVPFQCRFVPRTEQVSQSVSGP

    Source:
  • National Library of Medicine (2026). Psilocybe cubensis strain FSU 12409 putative monooxygenase (psiH) gene - Nucleotide - NCBI. [online] Nih.gov. Available at: https://www.ncbi.nlm.nih.gov/nuccore/MF000993 [Accessed 16 Feb. 2026].
  • 3.2 DNA Reverse Translation:

    atgattgcggtgctgtttagctttgtgattgcgggctgcatttattatattgtgagccgc cgcgtgcgccgcagccgcctgccgccgggcccgccgggcattccgattccgtttattggc aacatgtttgatatgccggaagaaagcccgtggctgacctttctgcagtggggccgcgat tataacaccgatattctgtatgtggatgcgggcggcaccgaaatggtgattctgaacacc ctggaaaccattaccgatctgctggaaaaacgcggcagcatttatagcggccgcctggaa agcaccatggtgaacgaactgatgggctgggaatttgatctgggctttattacctatggc gatcgctggcgcgaagaacgccgcatgtttgcgaaagaatttagcgaaaaaggcattaaa cagtttcgccatgcgcaggtgaaagcggcgcatcagctggtgcagcagctgaccaaaacc ccggatcgctgggcgcagcatattcgccatcagattgcggcgatgagcctggatattggc tatggcattgatctggcggaagatgatccgtggctggaagcgacccatctggcgaacgaa ggcctggcgattgcgagcgtgccgggcaaattttgggtggatagctttccgagcctgaaa tatctgccggcgtggtttccgggcgcggtgtttaaacgcaaagcgaaagtgtggcgcgaa gcggcggatcatatggtggatatgccgtatgaaaccatgcgcaaactggcgccgcagggc ctgacccgcccgagctatgcgagcgcgcgcctgcaggcgatggatctgaacggcgatctg gaacatcaggaacatgtgattaaaaacaccgcggcggaagtgaacgtgggcggcggcgat accaccgtgagcgcgatgagcgcgtttattctggcgatggtgaaatatccggaagtgcag cgcaaagtgcaggcggaactggatgcgctgaccaacaacggccagattccggattatgat gaagaagatgatagcctgccgtatctgaccgcgtgcattaaagaactgtttcgctggaac cagattgcgccgctggcgattccgcataaactgatgaaagatgatgtgtatcgcggctat ctgattccgaaaaacaccctggtgtttgcgaacacctgggcggtgctgaacgatccggaa gtgtatccggatccgagcgtgtttcgcccggaacgctatctgggcccggatggcaaaccg gataacaccgtgcgcgatccgcgcaaagcggcgtttggctatggccgccgcaactgcccg ggcattcatctggcgcagagcaccgtgtggattgcgggcgcgaccctgctgagcgcgttt aacattgaacgcccggtggatcagaacggcaaaccgattgatattccggcggattttacc accggcttttttcgccatccggtgccgtttcagtgccgctttgtgccgcgcaccgaacag gtgagccagagcgtgagcggcccg

    Source

  • The Sequence Manipulation Suite (2024).Reverse Translate. [online] www.bioinformatics.org. Available at: https://www.bioinformatics.org/sms2/rev_trans.html [Accessed 16 Feb. 2026].
  • 3.3 Codon optimisation

    In your own words, describe why you need to optimise codon usage. Which organism have you chosen to optimise the codon sequence for and why?

    Although different codons can code for the same amino acid, each species/organism has a bias for its codon preferences. This is done by changing/optimising the DNA codon sequence (not the amino-acid sequence) of the protein in order to match the codon preferences of the host organism (Cheema et al., 2022). If I were to take a human gene and insert it into a bacterium, it might use certain codons that the bacterium wouldn’t/would rarely use. This, in turn, makes the translation process slower or incomplete, resulting in a low protein yield (Creative BioLabs,2025). Therefore, by optimising the sequence with a specific host, I can make the translation process faster and more reliable.

    For this specific exercise, I chose to optimise the psiH protein for E. Coli. I made this choice because E. coli is one of the most commonly used hosts for genetic engineering due to its rapid culture rate, simple nutritional needs and well-understood genetics (Adamczyk and Reed, 2017). Additionaly it is relatively cheap to culture (Francis and Page,2010). In relation to Homework 1, during the time of this course, E. coli is an appropriate host for prototyping the psilocybin pathway to conceptually extend toward microbiome-targeted therapies.

    sources

  • Creative BioLabs (2025). Codon Optimization and Its Impact on mRNA Translation Efficiency. [online] Creative-biolabs.com. Available at: https://ribosome.creative-biolabs.com/codon-optimization-and-its-impact-on-mrna-translation-efficiency.htm [Accessed 17 Feb. 2026].
  • Cheema, N., Georgios Papamichail and Dimitris Papamichail (2022). Computational tools for synthetic gene optimization. Elsevier eBooks, pp.171–189. doi:https://doi.org/10.1016/b978-0-12-824469-2.00018-x.
  • Adamczyk, P.A. and Reed, J.L. (2017). Escherichia coli as a model organism for systems metabolic engineering. Current Opinion in Systems Biology, [online] 6, pp.80–88. doi:https://doi.org/10.1016/j.coisb.2017.11.001.
  • Francis, D.M. and Page, R. (2010). Strategies to optimize protein expression in E. coli. Current protocols in protein science, [online] Chapter 5(1), p.Unit 5.24.1-29. doi:https://doi.org/10.1002/0471140864.ps0524s61.
  • What technologies could be used to produce this protein from your DNA? Describe in your own words how the DNA sequence can be transcribed and translated into a protein.

    A variety of technologies could be used to produce the psiH protein from its DNA. One of the most suitable that we have discussed in lectures would be Gibson Assembly. It would allow us to stitch together multiple DNA fragments (promoter, Ribosome binding site, my optimised DNA sequence of psiH, terminator…) inside the plasmid of the E. Coli without the use of restriction enzymes. You may also use external platforms like Twist Bioscience to order your full plasmid by giving them the appropriate optimised sequence.

    The DNA sequence may be transcribed and translated into a protein with the following steps:

  • Transcription: The RNA Polymerase will bind to the promoter sequence of the DNA. The double helix of the DNA unwinds and allows for the RNA polymerase to create a complementary mRNA strand following the base-pairing rules.
  • Translation: Ribosomes then bind to the mRNA at the RBS near the start codon (ATG). tRNA molecules then match their anticodons to the mRNA codons, resulting in specific amino acids. Lastly, the ribosomes will continue to read through the sequence until a stop codon is reached, causing the release of the protein chain.
  • Sources:

  • Nature Education (2014). The Information in DNA Determines Cellular Function via Translation | Learn Science at Scitable. [online] Nature.com. Available at: https://www.nature.com/scitable/topicpage/the-information-in-dna-determines-cellular-function-6523228/ [Accessed 15 Feb. 2026].
  • Webster, M.W. and Weixlbaumer, A. (2021). The intricate relationship between transcription and translation. Proceedings of the National Academy of Sciences, [online] 118(21). doi:https://doi.org/10.1073/pnas.2106284118.
  • Part 4: Prepare a Twist DNA Synthesis Order

    Building my DNA Insert Sequence

    I began by optimising my psiH translated protein DNA sequence in Benchling with a linear topology and optimising it for E. coli. I then added the reading direction (forward), and the given DNA sequences highlighted in the homework (Promoter, RBS, Coding Sequence, 7x His Tag, Stop Codon, Terminator).

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    Linear Map of the entire sequence:

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    Final Sequence Benchling link!

    Building my Full Plasmid Sequence

    After downloading my insert sequence (expression cassette) as a FASTA file and uploading it into my Twist account, selecting an appropriate vector (pTwist Amp High Copy), I was able to download the full plasmid sequence (GenBank). I then imported the GenBank file of my plasmid back into Benchling.

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    Part 5: DNA Read/Write/Edit

    5.1 DNA Read

    1) What DNA would you want to sequence (e.g., read) and why?

    I want to sequence the 3955 bp E. coli plasmid containing the codon-optimised PsiH gene (tryptamine 4-monooxygenase from Psilocybe cubensis) that I developed with Twist Bioscience technology for exercise 4. This would allow for the verification of the construct (Gibson Assembly) of the plasmid, to verify that there are no mutations in the critical heme-binding site essential for the following steps of psilocibin synthesis. Ultimately, the goal would be to create a baseline sequence for future IBD therapy-scale engineering (Adams et al., 2019).

    Sources

  • Adams, A.M., Kaplan, N.A., Wei, Z., Brinton, J.D., Monnier, C.S., Enacopol, A.L., Ramelot, T.A. and Jones, J.A. (2019). In vivo production of psilocybin in E. coli. Metabolic Engineering, [online] 56, pp.111–119. doi:https://doi.org/10.1016/j.ymben.2019.09.009.
  • 1) In the lecture, a variety of sequencing technologies were mentioned. What technology or technologies would you use to perform sequencing on your DNA, and why?

    I initially considered Sanger sequencing due to its high accuracy (~99.9%) and effectiveness for targeted validation of small DNA regions. However, my E. coli psiH plasmid has 3955 bp, which exceeds Sanger’s read length of ~800 bp per reaction. Full coverage would require multiple reads; consequently, needing the development of multiple primers, which creates a time-consuming and costly process (AAT Bioquest, 2024).

    I therefore continued my research and thought Oxford Nanopore Technologies' MinION device was a more appropriate fit (Oxford Nanopore Technologies, 2024). This technology generates long reads (>20 kb) capable of sequencing my entire 3955 bp plasmid in 1-2 reads with >99% accuracy (Brown et al., 2023). This approach would allow for the verification of the complete PsiH integration in the plasmid, promoter/RBS/terminator junctions and detect assembly errors.

    Sources

  • AAT Bioquest (2024). What are the limitations of the Sanger Sequencing method?W | AAT Bioquest. [online] Aatbio.com. Available at: https://www.aatbio.com/resources/faq-frequently-asked-questions/what-are-the-limitations-of-the-sanger-sequencing-method [Accessed 15 Feb. 2026].
  • Brown, S.D., Dreolini, L., Wilson, J.F., Miruna Balasundaram and Holt, R.A. (2023). Complete sequence verification of plasmid DNA using the Oxford Nanopore Technologies’ MinION device.BMC Bioinformatics , 24(1). doi:https://doi.org/10.1186/s12859-023-05226-y.
  • Oxford Nanopore Technologies (2024). Plasmidsaurus redefine the gold standard: whole-plasmid sequencing with Oxford Nanopore. [online] Oxford Nanopore Technologies. Available at: https://nanoporetech.com/blog/plasmidsaurus-redefine-the-gold-standard-whole-plasmid-sequencing-with-oxford-nanopore [Accessed 17 Feb. 2026].
  • 1) Is your method first-, second-, or third-generation or other? How so?

    Oxford Nanopore Technologies' MinION is a 3rd generaation sequencer. This means that it can read much longer sequences than any 1st or 2nd generation sequencing technologies (Hilt and Ferrieri, 2022). Additionally, it is one of the rare sequencing technologies that allows for real-time analysis. (Oxford Nanopore Technologies,2021)

    Sources

  • Hilt, E.E. and Ferrieri, P. (2022). Next Generation and Other Sequencing Technologies in Diagnostic Microbiology and Infectious Diseases. Genes, 13(9), p.1566. doi:https://doi.org/10.3390/genes13091566.
  • Oxford Nanopore Technologies (2021). How Nanopore Sequencing Works. [online] Oxford Nanopore Technologies. Available at: https://nanoporetech.com/platform/technology [Accessed 17 Feb. 2026].
  • 2) What is your input? How do you prepare your input (e.g. fragmentation, adapter ligation, PCR)? List the essential steps.

    Input: Purified plasmid DNA from my engineered E. coli (3955 bp PsiH construct)

    Preparation

  • Grow Escherichia coli strain DH5α (Huan et al., 2025)
  • Introduce the plasmid (containing the optimised psiH gene) through an overnight culture.
  • Extraction of the plasmid to obtain the pure PsiH-plasmid DNA out of E. coli cells.
  • Measuring DNA through NanoDrop (spectrophotometer): usually around 1-2 µL of sample to measure concentration and purity. (Thermo Fisher Scientific, 2026).
  • For Nanoprre preparation, add motor proteins (acting as enzymes that control the speed and direction of DNA as it moves through the nanopore). (Oxford Nanopore Technologies, 2025)
  • Sources

  • Huang, Z., Yao, Y., Di, R., Zhang, J., Pan, Y. and Liu, G. (2025). De Novo Biosynthesis of Antidepressant Psilocybin in Escherichia coli. Microbial biotechnology, [online] 18(4), p.e70135. doi:https://doi.org/10.1111/1751-7915.70135.
  • Oxford Nanopore Technologies (2025). How Oxford Nanopore sequencing works. [online] Oxford Nanopore Technologies. Available at: https://nanoporetech.com/blog/how-oxford-nanopore-sequencing-works [Accessed 17 Feb. 2026].
  • Thermo Fisher Scientific (2026). NanoDrop Microvolume Spectrophotometers - US. [online] www.thermofisher.com. Available at: https://www.thermofisher.com/uk/en/home/industrial/spectroscopy-elemental-isotope-analysis/molecular-spectroscopy/uv-vis-spectrophotometry/instruments/nanodrop.html [Accessed 17 Feb. 2026].
  • 3) What are the essential steps of your chosen sequencing technology? How does it decode the bases of your DNA sample (base calling)?

  • Miniprep of plasmid: isolates and purifies plasmid DNA from bacterial culture. Includes a colour buffer system for a visual quality check to ensure my extraction worked successfully.
  • Quantify DNA (spectrophotometer)
  • Library preparation: Addition of barcode and motor proteins.
  • Priming of the Nanopore flow cell: removing air and addition of buffer
  • Load the library onto the MinION flow cell.
  • Start running through the software and wait for sequencing (usually around 24-48 hours).
  • cover image cover image Image: Instructions from Monarch Spin Plasmid Miniprep Kit, 2026.

    Sources

  • New England Biolabs (2025). [online] Neb.com. Available at: https://www.neb.com/en-gb/products/t1110-monarch-spin-plasmid-miniprep-kit [Accessed 17 Feb. 2026].
  • PANDORA-ID-NET Consortium (2021). Oxford Nanopore flow cell priming and loading tutorial. [online] YouTube. Available at: https://www.youtube.com/watch?v=IknVaEnuDz0 [Accessed 17 Feb. 2026].
  • 4) What is the output of your chosen sequencing technology?

    Output: A FASTQ file containing the complete 3955 bp sequence of my optimised E.coli PsiH plasmid.

    Sources

  • Oxford Nanopore Technologies plc. (2020). Output Structure - Oxford Nanopore Output Specifications. [online] Github.io. Available at: https://nanoporetech.github.io/ont-output-specifications/latest/minknow/output_structure/ [Accessed 19 Feb. 2026].
  • 5.2 DNA Write

    I will synthesise the recombinant DNA of the engineered E. Coli as it contains the introduced plasmid from the psilocybin producing fungi.

    5.2 DNA Write

    (i)What DNA would you want to synthesise (e.g., write) and why?

    I would like to synthesise the codon-optimised PsiH gene. This is an essential step for the development of this project, as fungal codons usually don’t express well in bacteria (Naqvi et al., 2016). Synthesising it will allow for a higher level of psiH with the ultimate goal of psilocin production.

    Sources

  • Naqvi, S.H.Z., Cord‐Landwehr, S., Singh, R., Frank, B., Kolkenbrock, S. and Moerschbacher, B.M. (2016). A Recombinant Fungal Chitin Deacetylase Produces Fully Defined Chitosan Oligomers with Novel Patterns of Acetylation. Applied and Environmental Microbiology, 82(22), pp.6645–6655. doi:https://doi.org/10.1128/aem.01961-16.
  • (ii)What technology or technologies would you use to perform this DNA synthesis, and why?

    I would use the services of Twist Bioscience to ensure a correct synthesis with no PCR errors, and be ready for the Gibson Assembly of my plasmid.

    1) What are the essential steps of your sequencing methods?

    Twist uses a Phosphoramidite synthesis method. These are the four essential steps:

  • Coupling: the first phosphoramidite in the chain is attached to the surface with a catalysed condensation reaction.
  • Oxidation: the phosphite triester is unstable, so it is converted to a phosphate to improve the sequence
  • Coupling: the next phosphoramidite is coupled to the available -OH on the previous deblocked molecule.
  • Capping: Sometimes the coupling is not 100% efficient, and therefore, the coupling fails. To stop this, an unreactive group is added, blocking further extension.
  • Repetition: Oxidation is repeated to extend the oligonucleotide molecule in a desired sequence.
  • cover image cover image Image: Twist Bioscience Website, 2026.

    Sources

  • Twist Bioscience (2018). Phosphoramidite Chemistry for DNA Synthesis | Twist Bioscience. [online] www.twistbioscience.com. Available at: https://www.twistbioscience.com/blog/science/simple-guide-phosphoramidite-chemistry-and-how-it-fits-twist-biosciences-commercial [Accessed 18 Feb. 2026].
  • 2) What are the limitations of your sequencing method (if any) in terms of speed, accuracy, and scalability?

    Phosphoramidite synthesis makes short DNA pieces (200-1500 bp) (Hughes and Ellington,2017), but Twist Bioscience assembles them into my full 2155 bp PsiH gene with error correction anyway, so it wouldn’t affect the actual synthesis process of my DNA. However, another issue I would like to raise is the use of hazardous reagents in reactions, washing and purification processes of this type of synthesis, which raises significant safety and environmental issues which shouldn’t be undermined (Gao et al., 2025).

    Sources

  • Gao, N., Yu, A., Yang, W., Zhang, X., Shen, Y. and Fu, X. (2025). Enzymatic de novo oligonucleotide synthesis: Emerging techniques and advancements. Biotechnology Advances, [online] 82, p.108604. doi:https://doi.org/10.1016/j.biotechadv.2025.108604.
  • Hughes, R.A. and Ellington, A.D. (2017). Synthetic DNA Synthesis and Assembly: Putting the Synthetic in Synthetic Biology. Cold Spring Harbor Perspectives in Biology, [online] 9(1), p.a023812. doi:https://doi.org/10.1101/cshperspect.a023812.
  • 5.3 DNA Edit

    What DNA would you want to edit and why?

    I’d like to edit the PsiH gene via mutagenesis. This would allow for the optimisation of tryptamine binding, which in turn will enhance enzyme activity in E. coli without needing host genome changes (Huang et al., 2025).

    Sources

  • Huang, Z., Yao, Y., Di, R., Zhang, J., Pan, Y. and Liu, G. (2025). De Novo Biosynthesis of Antidepressant Psilocybin in Escherichia coli. Microbial biotechnology, [online] 18(4), p.e70135. doi:https://doi.org/10.1111/1751-7915.70135.
  • (ii)What technology or technologies would you use to perform these DNA edits and why?

    I would use the site-directed mutagenesis method to examine the relationship between function and structure of my selected protein (Zhang et al., 2009). To do so, I would amplify my Twist PsiH plasmid with mutant primers in order to enhance the tryptamine binding in E.coli host.

    Sources

  • Zhang, B., Zhang, X., An, X., Ran, D., Zhou, Y., Lu, J. and Tong, Y. (2009). An easy-to-use site-directed mutagenesis method with a designed restriction site for convenient and reliable mutant screening. Journal of Zhejiang University SCIENCE B, 10(6), pp.479–482. doi:https://doi.org/10.1631/jzus.b0820367.
  • 1) How does your technology of choice edit DNA? What are the essential steps?

    PCR site-directed mutagenesis edits PsiH using custom primers carrying my mutation (one base change to improve tryptamine binding) to amplify the full Twist plasmid during PCR, producing nicked circular copies with the incorporated alteration.

    2) What preparation do you need to do (e.g. design steps) and what is the input (e.g. DNA template, enzymes, plasmids, primers, guides, cells) for the editing?

  • Design psiH primers with mutations.
  • Use PCR to amplify the full plasmid.
  • The DpnI enzyme is used to digest parental DNA, removing the original psiH plasmid.
  • Verify the mutant through sequencing.
  • cover image cover image image: From Addgene.org

    Sources

  • Kristian Laursen (2016). Site-directed mutagenesis by PCR. [online] Addgene.org. Available at: https://blog.addgene.org/site-directed-mutagenesis-by-pcr [Accessed 20 Feb. 2026].
  • 3) What are the limitations of your editing methods (if any) in terms of efficiency or precision?

    Considering that I am only editing a small part of my DNA, using this method has a relatively high precision rate for a single alteration. Prior steps, though, like a mistake in the primer preparation, which will cause wrong mutations (Alvarez, 2024), as well as a very large plasmid, will cause a drop in accuracy (Jacobs et al., 2011).

    Sources

  • Alvarez, D. (2024). 5 Common Challenges in Site-Directed Mutagenesis and How to Overcome Them. [online] TeselaGen Biotechnology. Available at: https://teselagen.com/blog/challenges-site-directed-mutagenesis/ [Accessed 21 Feb. 2026].
  • Jacobs, J.S., Hong, X. and Eberl, D.F. (2011). A mesmerising new approach to site-directed mutagenesis in large transformation-ready constructs. Fly, [online] 5(2), pp.162–169. doi:https://doi.org/10.4161/fly.5.2.15092.