Alignments Tutorial

This tutorial focuses on aligning structures and creating sequence alignments with Chimera. The MatchMaker tool is used to align protein structures (create superpositions) and Match -> Align is used to generate a multiple sequence alignment based on the fit of the proteins in space. Sequence alignments are displayed in Multalign Viewer, which is covered in more detail in the Sequences and Structures tutorial.

On Windows/Mac, click the chimera icon; on UNIX, start Chimera from the system prompt:

unix: chimera
A basic Chimera window should appear after a few seconds; resize it as desired. Open the Command Line (choosing Tools... General Controls... Command Line is one way).

Choose Favorites... Add to Favorites/Toolbar to place some icons on the toolbar. This opens the Tools section of the preferences, which recapitulates Chimera's Tools menu. In the On Toolbar column, check the boxes for:
toolbar icons

and if desired, additional tools. If you would like the settings to apply to subsequent uses of Chimera, click Save before closing the preferences. Toolbar location/orientation can be controlled in the General preferences.

In this tutorial, we will align the structures of three distantly related glycoside hydrolases, also used in the Images for Publication tutorial (see scientific background). If you have internet connectivity, the structures can be obtained directly from the Protein Data Bank:

Commandopen 1uyp
Commandopen 1gyd
Commandopen 1oyg
If you do not have internet connectivity, instead download the files included with this tutorial 1uyp.pdb, 1gyd.pdb, and 1oyg.pdb into your working directory and then open them in that order as local files (for example, with File... Open).

Move and scale the structures with the mouse in the graphics window and the Side View as desired throughout the tutorial.

Some salient features of the structures:
PDB IDenzyme family chains conserved residues
1uyp invertase,
T. maritima
GH32 A-F Asp17 Asp138 Glu190
1gyd arabinanase A,
C. japonicus
GH43 B Asp38 Asp158 Glu221
1oyg levansucrase,
B. subtilis
GH68 A Asp86 Asp247 Glu342

Simplify the display by deleting unwanted (for our purposes) portions of the structures such as extra chains and solvent, and then displaying just the alpha-carbon traces.

Command: delete #0:.b-f
Command: delete solvent
Command: chain @ca
Command: linewidth 2
Superimposing the structures will allow examination of their commonalities and differences. The residue numbers listed above (obtained by reading the literature) could be used with the match command to specify atoms to use in a least-squares fit. However, such information is frequently not handy when one has a set of different but related structures to compare.

MatchMaker addresses this situation by first constructing a sequence alignment and then using the alpha-carbons of aligned residue pairs to match the structures. Click the icon for MatchMaker. Lacking specific knowledge of which structure might be the best Reference structure, just use the first one opened, 1uyp. The options for Chain pairing are all equivalent, because at this point, each structure has just one chain.

A variety of parameters control the sequence alignment step:

Uncheck Include secondary structure score (leaving other settings as their defaults) and click Apply. This uses the Needleman-Wunsch algorithm (dynamic programming) with BLOSUM-62 scoring, a purely standard approach to pairwise sequence alignment. The two pairwise sequence alignments will appear, and then the structures will be matched using those alignments.

Refocus the view; show and select the key residues listed above to help evaluate the fit:

Command: focus
Commandalias key #0:17.a,138.a,190.a #1:38.b,158.b,221.b #2:86.a,247.a,342.a
Command: rep sphere key
Command: select key
structures superimposed correctly
As explained elsewhere, the chain specifications .a and .b could be omitted from the aliasing command.

The selection is highlighted (by default, with green outlines) on the structures and sequence alignments. When a sequence alignment window has the mouse focus, the structure residue number is reported at the bottom of the window when the cursor is placed over the associated residue in the sequence. The selection highlighting makes it easy to check the sequence alignments for whether the key residues have been paired correctly (the correct pairings are indicated by columns in the table above).

If the selection is accidentally changed or erased, just select the key residues again:

Command: select key
It is evident that none of the key residues were paired correctly in the sequence alignments. The alignment failure is understandable because the sequences are not very similar to one another. Quit from each pairwise alignment.

Use MatchMaker again, but with its default settings: turn Include secondary structure score back on and click Apply. All three key residues are paired correctly in the resulting sequence alignment of 1uyp (white) and 1gyd (magenta), while only the second two are paired correctly in the sequence alignment of 1uyp and 1oyg (cyan). However, the superposition of the structures in space is essentially correct (see the figure). MatchMaker's option to Iterate by pruning excluded incorrect parts of the sequence alignments from the fits. Match statistics are given in the Reply Log (Tools... Utilities... Reply Log). Quit from each pairwise alignment.

The BLOSUM-62 matrix was used to score residue similarity in the preceding calculations. Using a BLOSUM matrix intended for more distantly related structures might be expected to improve the results. However, if secondary structure scoring is turned off, BLOSUM-30 only superimposes one of the match structures (1oyg) correctly onto the reference structure, 1uyp. When combined with 30% secondary structure scoring, BLOSUM-30 and BLOSUM-62 are equally successful:

scoring parametersa # of pairs, RMSD (Å)b key residue positions
aligned correctly
1uyp vs. 1gyd 1uyp vs. 1oyg 1uyp vs. 1gyd 1uyp vs. 1oyg
BLOSUM-62,
no secondary structure
6, 1.2767, 1.217 00
BLOSUM-62,
30% secondary structure
(MatchMaker defaults)
71, 1.16476, 1.056 32
BLOSUM-30,
no secondary structure
49, 1.25933, 0.805 01
BLOSUM-30,
30% secondary structure
65, 1.19278, 1.059 32
aother parameters defaults
bafter fit iteration with cutoff 2.0 Å

Of the superpositions in this table, only those with at least one key residue position aligned correctly in the sequence alignment are correct by visual inspection.

Try various parameter settings as desired, but before proceeding with the tutorial, make sure all three structures are superimposed in a reasonably correct way (such as in the figure). Cancel the MatchMaker dialog and click Quit to delete any existing sequence alignments.

Match -> Align can be used to construct a multiple sequence alignment from a superposition of structures. (MatchMaker produces only pairwise sequence alignments.) Click the icon for Match -> Align and Apply the default settings. Only the distances between alpha-carbons are used, not the residue types. With these settings, only sets of residues whose alpha-carbons are within 5.0 Å of each other can be placed in the same column of the output sequence alignment.

When the output appears, Close the Match -> Align dialog and check the output to see whether the key residues have been aligned correctly. Even when the pairwise sequence alignments from MatchMaker are partly incorrect, its option to iterate the fit by pruning far-apart pairs can rescue the overall superposition. As a result, errors in the initial pairwise alignments will often be corrected in a structure-based alignment from Match -> Align. The multiple sequence alignment can be saved to a file by choosing File... Save As... from the Multalign Viewer (alignment window) menu.

Also in Multalign Viewer: if you wish, use Tools... Percent Identity to compute pairwise sequence identities (<20% for these glycoside hydrolases). Choose Structure... Select by Conservation and move the sliders to select only the residues that all three have in common (100% mavPercentConserved), then click OK. Display these residues:

Command: disp sel
When finished, end the Chimera session:
Command: stop


meng@cgl.ucsf.edu / October 2006