topic 16 k plaxco et al (1998), j mol biol, 227:985-994. d baker (2000), nature, 405:39-42

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Topic 16 xco et al (1998), J Mol Biol, 227:985-994. er (2000), Nature, 405:39-42.

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Page 1: Topic 16 K Plaxco et al (1998), J Mol Biol, 227:985-994. D Baker (2000), Nature, 405:39-42

Topic 16K Plaxco et al (1998), J Mol Biol, 227:985-994.D Baker (2000), Nature, 405:39-42.

Page 2: Topic 16 K Plaxco et al (1998), J Mol Biol, 227:985-994. D Baker (2000), Nature, 405:39-42

Protein folding

Can we use structural bioinformatics to tell us anything about protein folding?

Page 3: Topic 16 K Plaxco et al (1998), J Mol Biol, 227:985-994. D Baker (2000), Nature, 405:39-42

Two-state protein folding

Cooperativity is a hallmark of protein structure and function.

U F N

Ea

Page 4: Topic 16 K Plaxco et al (1998), J Mol Biol, 227:985-994. D Baker (2000), Nature, 405:39-42

Protein folding is hard (except when it isn’t)

Page 5: Topic 16 K Plaxco et al (1998), J Mol Biol, 227:985-994. D Baker (2000), Nature, 405:39-42

Contact Order

Relative CO is the average sequence distance between all pairs of contacting residues normalized by the total sequence length.

N is the total number of contactsL is the total number of residues in the proteinDSij is the sequence separation (in residues) between contacting residues i & j

Page 6: Topic 16 K Plaxco et al (1998), J Mol Biol, 227:985-994. D Baker (2000), Nature, 405:39-42

Contact Order

The basic idea is that it would take structural contacts that are separated far apart in sequence longer to form than structural contacts that are sequence neighbors.

Low contact order(Faster folder)

High contact order(Slower folder)

Page 7: Topic 16 K Plaxco et al (1998), J Mol Biol, 227:985-994. D Baker (2000), Nature, 405:39-42

Correlating CO and experimental kf

Page 8: Topic 16 K Plaxco et al (1998), J Mol Biol, 227:985-994. D Baker (2000), Nature, 405:39-42

CO webserver

http://depts.washington.edu/bakerpg/contact_order/

Page 9: Topic 16 K Plaxco et al (1998), J Mol Biol, 227:985-994. D Baker (2000), Nature, 405:39-42

Such a simple idea…

…has spawned myriad “Me too!” reports.

Where nij =1, |i - j| > 120, otherwise

Meaning it gives the average number of structural contacts separated by 12 or more sequence positions.

Page 10: Topic 16 K Plaxco et al (1998), J Mol Biol, 227:985-994. D Baker (2000), Nature, 405:39-42

Yet another CO variant…

Istomin, Jacobs, and Livesay (2007). Protein Sci, 16:2564-2569.

Page 11: Topic 16 K Plaxco et al (1998), J Mol Biol, 227:985-994. D Baker (2000), Nature, 405:39-42

Long-range order

Istomin, Jacobs, and Livesay (2007). Protein Sci, 16:2564-2569.

From the abstract:By analyzing correlation of other topological parameters with folding rates of two-state proteins, we find that only the long-range order exhibits correlation with folding rates that is uniform over all three classes.

It is also the only descriptor to provide statistically significant correlations for each of the three structural classes.

Page 12: Topic 16 K Plaxco et al (1998), J Mol Biol, 227:985-994. D Baker (2000), Nature, 405:39-42

Evolutionary Optimization of Protein Folding

Debes et al. (2013). PLoS Computational biology 9(1):e1002861.

Our results show a clear overall increase of folding speed during evolution, with known ultra-fast downhill folders appearing rather late in the timeline.

Page 13: Topic 16 K Plaxco et al (1998), J Mol Biol, 227:985-994. D Baker (2000), Nature, 405:39-42

Evolutionary Optimization of Protein Folding

Debes et al. (2013). PLoS Computational biology 9(1):e1002861.

Our results show a clear overall increase of folding speed during evolution, with known ultra-fast downhill folders appearing rather late in the timeline.

Using phylogenomic and structural analyses, we observe an overall decrease in folding times between 3.8 and 1.5 billion years ago, which can be interpreted as an evolutionary optimization for rapid folding.

Page 14: Topic 16 K Plaxco et al (1998), J Mol Biol, 227:985-994. D Baker (2000), Nature, 405:39-42

Evolutionary Optimization of Protein Folding

Debes et al. (2013). PLoS Computational biology 9(1):e1002861.

Our results show a clear overall increase of folding speed during evolution, with known ultra-fast downhill folders appearing rather late in the timeline.

Using phylogenomic and structural analyses, we observe an overall decrease in folding times between 3.8 and 1.5 billion years ago, which can be interpreted as an evolutionary optimization for rapid folding.

In contrast, we observed an increase in SMCO between 1.5 Gya and the present. Thus, the appearance of many new structures by domain rearrangement 1.5 Gya, also referred to as the “big bang” of the protein world, affected the evolutionary optimization of protein folding.