Structure prediction & homology modelling
12 important questions on Structure prediction & homology modelling
Explain how the concept “Structure is more conserved than sequence” is used.
Give the 4 steps of homology modelling.
- Find a template
- Make an alignment between your sequence and the template
- Create a homology model (modeller)
- loop modelling
- rotameroptimisation
- Validate your structure
What is threading/fold recognition?
- Fit your sequence onto existing structures (may not indicate homology):
- We need a score to evaluate how well a sequence fits onto a structure
- we use a “potential”
- Note that threading is effectively an alignment problem between a sequence and a structure: Gaps may be introduced
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What is a pairwise residue contact potential?
- Gives an energy between two residues
- Can be calculated by considering the contacts of a residue
- A contact is a pair of residues that are close in 3D space
- Two hydrophobics would give a low energy in such a potential (they are favourable)
When creating an alignment, what to look out for?
- Is anything about the function of the target & template known?
- Can we recognise any functional motifs? –align by hand!(or Motif Aware Praline)
- general: MSA of profile alignment
What are the constraints in MODELLER based on?
What is simulated annealing?
- Simulated using the constraints and knowledge based potential (simulated as E)
- Lower the temperature (T) during the simulation (constraints and potential become more important)
- This is a way to minimize the energy (potential) of a system
(entropy is left out)
What is done for structure refinement?
How are all models by modeller evaluated and how can you pick the best one?
- (experimental structure validation)
- hydrogen bonds
- distances
- phi/psi angles
- for evaluating models:
- globularity (compactness)
- amount of secondary structure
- amount of hydrogen bonds
- protein "like" features
molprobity = good example
Meta-servers: what are ensemble methods?
How accurate is Secondary Structure Prediction?
- Secondary structure prediction is relatively accurate
- Predict secondary structure for your target sequence
- Compare to assigned structure for your (suggested) template
What is global distance test?
GDT_TS --> total score from global distance test.
why less sensitive to outliers?
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