Preparing for sequence analysis

The sequence analysis programs in the Bsoft package require aligned sequences. Bsoft has a very rudimentary sequence alignment capability, and this should better be done with another program such as clustalw (see http://www.clustal.org ).

The sequence formats the Bsoft programs support are EMBL, FASTA, Genbank, PIR and Phylip. The recognition of the format is based on the file name extension.

An example aligned sequence file is provided:

vp23.pir

Sequence identity

The "overlap" between two aligned sequences is defined as those positions in the alignment where both sequences have residues. The "identity" is defined as the number of identical residues divided by the overlap, and is thus a fraction.

Example:

bseq -verbose 7 -identity vp23.pir

Part of the output:

Aligned identity analysis:

Seq1 Seq2 Identity nID Overlap Name1 Name2   
2    1    0.921   293   318 vp23_hsv2h VP23_HSV11
  
3    1    0.427   134   314 VP23_VZVD VP23_HSV11
  
3    2    0.417   131   314 VP23_VZVD vp23_hsv2h
  
4    1    0.438   137   313 VP23_HSVEB VP23_HSV11
  
4    2    0.435   136   313 VP23_HSVEB vp23_hsv2h
  
4    3    0.527   164   311 VP23_HSVEB VP23_VZVD
  
5    1    0.431   135   313 vp23_ehv4 VP23_HSV11
  
5    2    0.428   134   313 vp23_ehv4 vp23_hsv2h
  
5    3    0.527   164   311 vp23_ehv4 VP23_VZVD
  
5    4    0.946   297   314 vp23_ehv4 VP23_HSVEB
  
6    1    0.463   146   315 vp23_bhv1 VP23_HSV11
  
6    2    0.460   145   315 vp23_bhv1 vp23_hsv2h
...

Average identical residues:  81.4238 (54.6525) Average overlap:   297.99 (7.73172)

The last two lines give the averages and standard deviations of the number of identical residues and overlap in all pairwise comparisons.


Sequence similarity

The "similarity" between two aligned sequences is defined as the sum of residue similarities divided by the overlap. The similarity between two residues is taken from a residue substitution matrix. The default substitution matrix in Bsoft is BLOSUM62. The fraction similarity is defined as the number of residues above a given threshold divided by the overlap, and is thus a fraction comparable to the identity defined above.

Example:

bseq -verbose 7 -similarity 2 vp23.pir

Part of the output:

Aligned similarity analysis:

Similar residue threshold:      2

Seq1 Seq2 Sim fracSim Overlap Name1 Name2    
2     1  4.701  0.934   318 vp23_hsv2h VP23_HSV11
   
3     1  2.140  0.535   314 VP23_VZVD VP23_HSV11
   
3     2  2.099  0.525   314 VP23_VZVD vp23_hsv2h
   
4     1  2.326  0.556   313 VP23_HSVEB VP23_HSV11
   
4     2  2.300  0.550   313 VP23_HSVEB vp23_hsv2h
   
4     3  2.859  0.650   311 VP23_HSVEB VP23_VZVD
   
5     1  2.275  0.550   313 vp23_ehv4 VP23_HSV11
   
5     2  2.243  0.543   313 vp23_ehv4 vp23_hsv2h
   
5     3  2.836  0.640   311 vp23_ehv4 VP23_VZVD
   
5     4  4.783  0.955   314 vp23_ehv4 VP23_HSVEB
   
6     1  2.248  0.546   315 vp23_bhv1 VP23_HSV11
   
6     2  2.232  0.537   315 vp23_bhv1 vp23_hsv2h
   
6     3  2.700  0.629   313 vp23_bhv1 VP23_VZVD
...


Hydrophobicity analysis

The average hydrophobicity is calculated at each position in the alignment, and a periodicity analysis done with a frequency of 4 to detect helical regions. The default hydrophobicity scale is the GES scale.

A typical command line is:

bseq -verbose 7 -hydrophobicity 0.5 -Postscript vp23_hp.ps vp23.pir

The "-Postscript" option outputs three plots to a postscript file.


Information content analysis

The information content of each position in an alignment is calculated as:

information = log2n - sum(pi * log2pi)
pi = fi / sum(fi)  

where fi is the frequency of residue i at this alignment position, and n =  sum(fi) if sum(fi) < 20, otherwise n = 20. A moving average of the information is calculated over a given window to smooth the resultant data.

A typical command line is:

bseq -verbose 7 -info -Postscript vp23_info.ps vp23.pir

The "-Postscript" option outputs three plots and a sequence logo representation to a postscript file. The sequence logo displays the occurrence of every residue type at every position in the alignment, where the combined height at each position is the information content, a measure of conservation. Here are the output file in both postscript and pdf (converted with ps2pdf from the postscript file):

vp23_info.ps   vp23_info.pdf