Template choice principles
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The most important step of comparative modelling is a carefully done multiple sequence alignment of the target sequence with a protein of known structure. However, you can't expect a useful model either, if you use an unsuitable template and for many templates more than one coordinate file is available.
- All homologues can contribute template information to your project!
- How to find a template
- Keyword searches are possible, but unrealiable: there is no guarantee that the researchers who have deposited the structure have used the keyword you are thinking of, or that it is correctly spelled.
- Sequence searches: BLAST and PSI-BLAST are the tools of first choice to find homologues structures. Try a BLAST search in the PDB subsection of the protein database first. If this is unsuccessful, do a PSI-BLAST search in "nr" and look for homologues sequences that are flagged with the "known structure" icon.
- Use CATH or SCOP. These hierarchical classifications of the entire PDB will contain domains that may serve as templates, if you know your protein's folding architecture. A structural superposition of templates may inform the sequence alignment you need as input for your modellling procedure.
- Hard and easy results
- Since structural similarity correlates with sequence similarity, use the structure with the highest degree of % sequence identity (not alignment score) as a template. Easy modeling tasks are those where no indels have to be considered. Structural modeling of indels is always unreliable. In selected cases you may consider using a closely related template for the globel fold, but importing coordinates for a loop of same-length from a more distantly related template. Of course, if you consider the phylogenetic tree for such a situation, the same-length loop is more likely to have converged to the same length, rather than sharing this part of sequence by homology. Nevertheless, it provides an example of a low-energy loop configuration within the global context of the target protein.
- Assessing suitability
The model must be relevant to your protein's function! If you have a choice:
- Choose orthologues fulfilling the Reciprocal Best Match' criterium over paralogues that may be functionally diverged;
- Choose protein-ligand complexes over unliganded structures;
- Choose structures in a functional state (bound inhibitor? heterooligomer? phosphorylated? proteolytic processing?) over free, unmodified structures;
- Choose native sequences over mutated sequences (incl. His-tag, SeMet, non-physiological post-translational modifications);
- Chose coordinate sets in which the regions of interest are well ordered over regions that are locally disordered and have high B-factors, or regions that are highly divergent in NMR model sets;
- Choose structures where crystal packing contacts are distant from regions of interest over those where crystal packing may introduce conformational artefacts.
- Assessing quality
Use the highest-quality structure available:
- Use the structure with the best resolution (low values: 2.0 Å is better than 2.5 Å).
- Treat NMR structures like crystal structures with a resolution (at best) worse than 2.5 Å
- Well refined structures have R-values better than 10% of their nominal resolution (2Å: R< 0.2).
- R-free, and R-merge are additional quality metrics ... but are difficult to assess for the non-expert.