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BLAST
NCBI-BLAST
www.ncbi.nlm.nih.gov/blast
WU-BLAST
http://blast.wustl.edu/
Statistical methods used to evaluate sequence similarity are
different
FASTA words or k-tuples
(1/2- prots, 4 to 6- NAs)
BLAST words or k-tuples
(3- prots, 11- NAs)
FASTA All possible words of same
length
BLAST Most significant Words
(e.g.., by BLOSUM62)
Steps in
BLAST
Step 1
Sequence filtering:
Programs that search for low-complexity regions or
for sequence repeats are used
e.g.., SEG, PSEG – Amino acid sequences
NSEG, DUST – For nucleic acids
Step 2
A list of words prepared
3 –for proteins
11 –for Nucleic acids
Step 3
Evaluation using the BLOSUM62
Step 4
Number of matches are reduced by a Cutoff score
called Neighborhood word score threshold (T)
Step 5
Above step repeated for each 3 letter code
Step 6
Remaining high-scoring words are organized into an
efficient search tree
Step 7
Each database sequence is scanned for an exact match
to one of all the words corresponding to the 1st
query
position, for the words to the second position & so on
Step 8
Alignment is extended in each direction
HSP (High-scoring segment pair) which has larger
score than the original word
Step 9
Identification of HSPs
Step 10
Statistical significance of each HSP
Step 11
Finding two or more HSP regions that can be made
into a longer alignment
Step 12
The score of the alignment is obtained and the expect
value for that score is calculated
BLAST programs of NCBI

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Blast

  • 3.
  • 4.
  • 5. FASTA words or k-tuples (1/2- prots, 4 to 6- NAs) BLAST words or k-tuples (3- prots, 11- NAs) FASTA All possible words of same length BLAST Most significant Words (e.g.., by BLOSUM62)
  • 7. Step 1 Sequence filtering: Programs that search for low-complexity regions or for sequence repeats are used e.g.., SEG, PSEG – Amino acid sequences NSEG, DUST – For nucleic acids
  • 8. Step 2 A list of words prepared 3 –for proteins 11 –for Nucleic acids Step 3 Evaluation using the BLOSUM62
  • 9. Step 4 Number of matches are reduced by a Cutoff score called Neighborhood word score threshold (T) Step 5 Above step repeated for each 3 letter code Step 6 Remaining high-scoring words are organized into an efficient search tree
  • 10. Step 7 Each database sequence is scanned for an exact match to one of all the words corresponding to the 1st query position, for the words to the second position & so on Step 8 Alignment is extended in each direction HSP (High-scoring segment pair) which has larger score than the original word
  • 11.
  • 12. Step 9 Identification of HSPs Step 10 Statistical significance of each HSP Step 11 Finding two or more HSP regions that can be made into a longer alignment
  • 13. Step 12 The score of the alignment is obtained and the expect value for that score is calculated