Designing yeast cell factories to produce early-step Taxol® precursors: from CRISPR toolkit development to computer-aided design and optimisation of a CRISPR-based molecular diagnosis method
dc.contributor.advisor
Rios Solis, Leonardo
dc.contributor.advisor
Pankaj, Pankaj
dc.contributor.advisor
Dimartino, Simone
dc.contributor.advisor
Chen, Michael
dc.contributor.author
Malci, Koray
dc.contributor.sponsor
Ministry of National Education of Turkey (YLSY)
en
dc.date.accessioned
2022-12-14T10:47:14Z
dc.date.available
2022-12-14T10:47:14Z
dc.date.issued
2022-12-14
dc.description.abstract
CRISPR methods for yeast generally rely on pre-assembled DNAs and extra cloning
steps to deliver gRNA, Cas protein, and donor DNA. These laborious steps might
hinder its usefulness. In this thesis, I propose a convenient, rapid and standardisable
CRISPR method, named Assembly and CRISPR-targeted in vivo Editing (ACtivE), in
Chapter 3. ACtivE relies on in vivo assembly of linear DNA fragments for plasmid and
donor DNA construction. In this way, these parts can be easily selected and combined
accordingly from a repository. Eight autonomously replicating sequence (ARS) -
proximal genomic loci were also characterised in terms of integration and gene
expression efficiencies and the impacts of the disruptions of these regions on cell
fitness. The multiplexing capacity of the ACtivE was evaluated using different
strategies such as multi-locus or single-locus integrations to insert two and three
genes simultaneously into the genome.
The following chapter (Chapter 4) covers the study in which a system biology approach
was used to design yeast strains expressing heterologous genes from the Taxol®
(paclitaxel), a blockbuster anticancer drug, biosynthetic pathway. The computer-aided
design was employed with the help of the COnstraint-Based Reconstruction and
Analysis (COBRA) Toolbox to predict gene or reaction candidates to be deleted or
overexpressed to enhance the fluxes towards the Taxol® pathway. The genomic
modifications were screened to determine the promising modifications to increase the
titres of Taxol® precursors. The wet-lab results were compared with the in silico
simulations and the best-performing strains were then used for higher-scale
productions in shake flasks and mini-scale bioreactors. With this approach, a yeast
strain (KM32) producing the maximum titers of early step Taxol® precursors with 215
mg/L of taxadiene, 43.65 mg/L of taxa-4(20),11-dien-5α-ol (T5α-ol), and 26.2 mg/L of
taxa-4(20),11-dien-5-α-yl acetate (T5αAc) has been designed.
In Chapter 5, the use of CRISPR was expanded to develop an ultra-sensitive
molecular diagnostics method where a statistical design of experiments (DoE) was
performed to accelerate the development and optimisation of a CRISPR/Cas12a-recombinase polymerase amplification (RPA)-based one-pot COVID19 detection method for the first time. The factors with a significant effect on performance were elucidated and optimised, facilitating the detection of two copies/µL of the full-length
SARS-CoV-2 (COVID-19) genome using simple instrumentation. The screening
revealed that the addition of a reverse transcription buffer and an RNase inhibitor,
components generally omitted in one-pot reactions, improved performance
significantly, and optimisation of reverse transcription was critical on the sensitivity.
The findings presented in this thesis demonstrate the capability of computer-aided
microbial system designs and the potential of CRISPR technologies for both yeast
strain development and molecular diagnostics that can greatly interest the synthetic
biology research community.
en
dc.identifier.uri
https://hdl.handle.net/1842/39607
dc.identifier.uri
http://dx.doi.org/10.7488/era/2856
dc.language.iso
en
en
dc.publisher
The University of Edinburgh
en
dc.relation.hasversion
Malcı, K., Walls, L. E., and Rios-Solis, L. (2020). Multiplex Genome Engineering Methods for Yeast Cell Factory Development. Front. Bioeng. Biotechnol. 8, 1264. doi.org/10.3389/fbioe.2020.58946
en
dc.relation.hasversion
Malcı, K., Watts, E., Roberts, T. M., Auxillos, J. Y., Nowrouzi, B., Boll, H. O., et al. (2022). Standardization of Synthetic Biology Tools and Assembly Methods for Saccharomyces cerevisiae and Emerging Yeast Species. ACS Synth. Biol. 11, 2527–2547. doi.org/10.1021/acssynbio.1c00442
en
dc.relation.hasversion
Malcı, K., Jonguitud-Borrego, N., van der Straten Waillet, H., Puodžiu̅naitė, U., Johnston E. J., Rosser S. J., and Rios-Solis, L. (2022). ACtivE: Assembly and CRISPR-Targeted in vivo Editing for Yeast Genome Engineering Using Minimum Reagents and Time. ACS Synth. Biol. doi.org/ 10.1021/acssynbio.2c00175.
en
dc.relation.hasversion
Malcı, K., Walls, L. E., and Rios-Solis, L. (2022). Rational Design of CRISPR/Cas12a-RPA Based One-Pot COVID-19 Detection with Design of Experiments. ACS Synth. Biol. 11, 1555–1567. doi.org/10.1021/acssynbio.1c00617
en
dc.relation.hasversion
Guaman-Bautista, L. P., Moreta-Urbano, E., Oña-Arias, C. G., Torres-Arias, M., Kyriakidis, N. C., Malcı, K., et al. (2021). Tracking SARS-CoV-2: Novel Trends and Diagnostic Strategies. Diagnostics 2021, Vol. 11, Page 1981 11, 1981. doi:10.3390/DIAGNOSTICS11111981.
en
dc.relation.hasversion
Malcı, K., Kurt-Gür, · G, Tamerler, · C, and Yazgan-Karatas, · A (2022). Combinatorial decolorization performance of Pycnoporus sanguineus MUCL 38531 sourced recombinant laccase/mediator systems on toxic textile dyes. Int. J. Environ. Sci. Technol. 2022, 1–16. doi:10.1007/S13762-022-04080-4.
en
dc.relation.hasversion
Nowrouzi, B., Li, R. A., Walls, L. E., d’Espaux, L., Malcı, K., Liang, L., et al. (2020). Enhanced production of taxadiene in Saccharomyces cerevisiae. Microb. Cell Factories 2020 191 19, 1–12. doi:10.1186/S12934-020-01458-2
en
dc.relation.hasversion
Teworte, S., Malcı, K., Walls, L. E., Halim, M., and Rios-Solis, L. (2022). Recent advances in fed-batch microscale bioreactor design. Biotechnol. Adv. 55, 107888. doi:10.1016/J.BIOTECHADV.2021.107888.
en
dc.relation.hasversion
Walls, L. E., Malcı, K., Nowrouzi, B., Li, R. A., D’Espaux, L., Wong, J., et al. (2020). Optimizing the biosynthesis of oxygenated and acetylated Taxol precursors in Saccharomyces cerevisiae using advanced bioprocessing strategies. Biotechnol. Bioeng. 118, 279–293. doi:10.1002/BIT.27569
en
dc.subject
S. cerevisiae
en
dc.subject
Taxol®
en
dc.subject
CRISPR
en
dc.subject
computer-aided design
en
dc.subject
synthetic biology
en
dc.title
Designing yeast cell factories to produce early-step Taxol® precursors: from CRISPR toolkit development to computer-aided design and optimisation of a CRISPR-based molecular diagnosis method
en
dc.type
Thesis or Dissertation
en
dc.type.qualificationlevel
Doctoral
en
dc.type.qualificationname
PhD Doctor of Philosophy
en
Files
Original bundle
1 - 1 of 1
- Name:
- Malci2022.pdf
- Size:
- 17.66 MB
- Format:
- Adobe Portable Document Format
- Description:
This item appears in the following Collection(s)

