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MULTIPLE  SEQUENCE ALIGNMENT
Name – Swati Kumari
M.Sc. Bioinformatics
Roll No – 22
Central University of 
Bihar, Patna
CONTENTS
 Introduction
 Goal of MSA
 General Considerations for MSA
 Steps of MSA
 Diagrammatic representation of steps of 
MSA
 Applications of MSA
 Software for MSA
 References
INTRODUCTION
 A Multiple Sequence Alignment (MSA) is 
alignment of biological sequences to find the 
similarity or dissimilarity between 
sequences, where the number of sequences 
are more than two.
 One of most essential tools in molecular 
biology applied for both amino acids and 
nucleotides (DNA,RNA).
Goal of MSA
  To find the Similarities based on Nucleotide 
or Amino Acid.
 To find the Functional similarities.
  To find the Structural similarities.
 To find the Evolutionary relationship.
General Considerations for MSA
 The more number of sequences to align gives the 
better result.
 Only 40%  of similarities between two amino 
acid sequences shows they are close in structure.
 Sub­group of  n number of sequences should be 
pre­aligned separately, and one member of each 
sub­group should be included in the final 
multiple alignment. 
Steps of MSA
 Compare all sequences pairwise.
 Perform cluster analysis on the pairwise data to 
generate a hierarchy for alignment. This may be 
in the form of a binary tree.
 Build the multiple alignment by first aligning the 
most similar pair of sequences, then the next 
most similar pair and so on.
diagrammatic representation of steps of MSA
Applications of MSA
 Identify new protein or gene families.
 Determining the relation between the aligned 
protein.
 Development of a genetic representation of 
protein family.
 In practical analysis ­
 Mutant analysis
 Identify conserved primer binding site.
 Designing experiment to test and modify the 
function of the aligned sequences –
 Identify amino acids crucial for function.
 Locating non­ conserved region / useful or tag 
insertion.
 Designing degenerate primer for  Polymerase 
Chain Reaction (PCR).
Software for MSA
 Clustal­W (Command Line Version) ­
  the famous multiple alignment program for 
nucleic acid and protein sequences.
 Clustal­X (Graphical Line Version) – 
 provides a window­based user interface to the 
Clustal­W multiple alignment program.
 MUSCLE  (multiple sequence comparison 
by log­expectation) –
 more accurate than T­Coffee, faster than 
Clustal­W.
 T­Coffee (Tree­ based Consistency Objective 
Function For alignment Evolution) 
 Main characteristics is allow to combine result 
obtained with several alignment method.
 Kalign ­
 It is very fast MSA tool that concentrates on 
local region suitable for large alignment. 
References
 http://www.bioinformatics.org/wiki/Multiple_seq
uence_alignment
 http://
en.wikipedia.org/wiki/Multiple_sequence_alignm
ent
 www.clustal.org/
 http://www.ebi.ac.uk/Tools/msa/
 Class lecture
THANK YOU

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