dc.contributor.advisor | Kudla, Grzegorz | |
dc.contributor.advisor | Fitzpatrick, David | |
dc.contributor.author | McDonnell, Alexander | |
dc.date.accessioned | 2023-05-24T14:37:18Z | |
dc.date.available | 2023-05-24T14:37:18Z | |
dc.date.issued | 2023-05-24 | |
dc.identifier.uri | https://hdl.handle.net/1842/40614 | |
dc.identifier.uri | http://dx.doi.org/10.7488/era/3379 | |
dc.description.abstract | PAX6 is a highly conserved transcription factor essential for the correct
development of the central nervous system, the pancreas, and the eye.
Heterozygous deletions, nonsense, and frameshift mutations are generally well
characterised as causing aniridia, while most missense variants produce a broad
range of other discrete ocular pathologies. The interplay between PAX6 and its
DNA targets is complicated by multiple functionally distinct subdomains, co-factors, and divergent spectra of disease phenotypes. Knowledge of the
contributions made to binding by each residue and the impact of missense variants
is likely key for understanding the role of PAX6 mutations in disease. Current
methods of exploring this interaction grammar have been limited by relatively low throughput techniques that are resource intensive and can only feasibly be
performed on a handful of residues.
Here I used a combination of yeast one-hybrid and deep mutational scanning in
competitive growth assays to probe the functional consequences of almost all the
possible single amino acid variants in the paired domain of PAX6. The results
showcase the capabilities of the assay to reproducibly generate functional DNA-binding information that correlates with aspects related to PAX6 structure and
proximity to DNA. Numerous variants demonstrated substantial shifts in functional
consequence from gain-of-function to loss-of-function to worse-than-null that
were exquisitely dependent on the DNA target sequence providing a plausible
route for pleiotropic effects on genome-wide PAX6 gene target expression. Among
the PAX6 variants identified in humans, pathogenic and benign variants showed
significantly different fitness scores yet overlapped in their distributions suggesting
mechanisms of pathogenicity exist beyond PAX6-DNA interaction dynamics.
Additionally, no correlation was found between DNA affinity and disease
phenotype. The assay was also able to predict PAX6PD function independent of
the yeast one-hybrid reporter system through suspected promiscuous binding to
regions of the yeast genome.
It is hoped that this deep mutational scan of PAX6 will aid in the modelling of
existing and novel variants, and in the development of in-silico methods for
pathogenicity prediction. The data will also contribute to the growing online protein
variant repositories that are increasingly becoming an invaluable resource for
clinicians and researchers. | en |
dc.language.iso | en | en |
dc.publisher | The University of Edinburgh | en |
dc.subject | PAX6 | en |
dc.subject | Deep Mutational Scanning | en |
dc.subject | DMS | en |
dc.subject | Saturation Mutagenesis | en |
dc.subject | Transcription Factor | en |
dc.subject | High-Throughput Screening | en |
dc.subject | NGS | en |
dc.subject | Next Generation Sequencing | en |
dc.subject | VEP | en |
dc.subject | Variant Effect Predictor | en |
dc.subject | FoldX | en |
dc.subject | ClinVar | en |
dc.subject | gnomAD | en |
dc.subject | Eye development | en |
dc.title | Probing PAX6-DNA interactions using high-throughput yeast one-hybrid assays and deep mutational scanning | en |
dc.type | Thesis or Dissertation | en |
dc.type.qualificationlevel | Doctoral | en |
dc.type.qualificationname | PhD Doctor of Philosophy | en |