Thesis
Computational studies of protein helix kinks
- Abstract:
-
Kinks are functionally important structural features found in the alpha-helices of many proteins, particularly membrane proteins. Structurally, they are points at which a helix abruptly changes direction. Previous kink definition and identification methods often disagree with one another.
Here I describe three novel methods to characterise kinks, which improve on existing approaches. First, Kink Finder, a computational method that consistently locates kinks and estimates the error in the kink angle. Second the B statistic, a statistically robust method for identifying kinks. Third, Alpha Helices Assessed by Humans, a crowdsourcing approach that provided a gold-standard data set on which to train and compare existing kink identification methods.
In this thesis, I show that kinks are a feature of long -helices in both soluble and membrane proteins, rather than just transmembrane -helices. Characteristics of kinks in the two types of proteins are similar, with Proline being the dominant feature in both types of protein. In soluble proteins, kinked helices also have a clear structural preference in that they typically point into the solvent.
I also explored the conservation of kinks in homologous proteins. I found examples of conserved and non-conserved kinks in both the helix pairs and the helix families. Helix pairs with non-conserved kinks generally have less similar sequences than helix pairs with conserved kinks. I identified helix families that show highly conserved kinks, and families that contain non-conserved kinks, suggesting that some kinks may be flexible points in protein structures.
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Authors
Contributors
- Division:
- MPLS
- Department:
- Statistics
- Role:
- Supervisor
- Division:
- MPLS
- Department:
- Statistics
- Role:
- Supervisor
- Funding agency for:
- Wilman, H
- Grant:
- EP/G037280/1
- Publication date:
- 2014
- DOI:
- Type of award:
- DPhil
- Level of award:
- Doctoral
- Awarding institution:
- Oxford University, UK
- Language:
-
English
- Keywords:
- Subjects:
-
- UUID:
-
uuid:21225f0e-efed-49c6-af27-5d3fe78fa731
- Local pid:
-
ora:11726
- Deposit date:
-
2015-06-24
Terms of use
- Copyright holder:
- Henry Wilman
- Copyright date:
- 2014
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