Created
October 5, 2010 19:22
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Needleman-Wusnch algorithm as specified on http://en.wikipedia.org/wiki/Needleman_wunsch
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/* Needleman-Wusnch algorithm as specified on http://en.wikipedia.org/wiki/Needleman_wunsch */ | |
#include<algorithm> | |
#include<iostream> | |
#include<string> | |
using namespace std; | |
string calcSeqAlignment(int S[4][4], int d, string seqA, string seqB); | |
const int A = 0, G = 1, C = 2, T = 3; | |
int convToIndex['T'+1]; | |
int main() | |
{ | |
convToIndex['A'] = A; | |
convToIndex['G'] = G; | |
convToIndex['C'] = C; | |
convToIndex['T'] = T; | |
int d; | |
string seqA, seqB, seqAlignment; | |
int S[4][4]; | |
cout<<"Enter the similarity matrix: "<<endl; | |
for(int i=0; i<4; ++i) | |
for(int j=0; j<4; ++j) | |
cin>>S[i][j]; | |
cout<<"Enter the gap penalty: "<<endl; | |
cin>>d; | |
cout<<"Enter the sequence A: "<<endl; | |
cin>>seqA; | |
cout<<"Enter the sequence B: "<<endl; | |
cin>>seqB; | |
seqAlignment = calcSeqAlignment(S, d, seqA, seqB); | |
cout<<"The alignment is: "<<seqAlignment; | |
return 0; | |
} | |
string calcSeqAlignment(int S[4][4], int d, string seqA, string seqB) | |
{ | |
size_t m = seqA.length(); | |
size_t n = seqB.length(); | |
int params[3]; | |
string alignmentA = "", alignmentB = "", seqAlignment; | |
int **F = new int*[m+1]; | |
for(size_t i=0; i<=m; ++i) | |
F[i] = new int[n+1]; | |
for(size_t i=0; i<=m; ++i) | |
F[i][0] = d*i; | |
for(size_t j=0; j<=n; ++j) | |
F[0][j] = d*j; | |
for(size_t i=1; i<=m; ++i) | |
for(size_t j=1; j<=n; ++j){ | |
params[0] = F[i-1][j-1] + S[convToIndex[(size_t) seqA[i-1]]][convToIndex[(size_t) seqB[j-1]]]; | |
params[1] = F[i-1][j] + d; | |
params[2] = F[i][j-1] + d; | |
F[i][j] = *(max_element(params, params+3)); | |
} | |
cout<<"The score is: "<<F[m][n]<<endl; | |
int i=m, j=n; | |
int Score, ScoreDiag, ScoreUp, ScoreLeft; | |
while(i>0 && j>0){ | |
Score = F[i][j]; | |
ScoreDiag = F[i-1][j-1]; | |
ScoreUp = F[i][j-1]; | |
ScoreLeft= F[i-1][j]; | |
if(Score == ScoreDiag + S[convToIndex[(size_t) seqA[i-1]]][convToIndex[(size_t) seqB[j-1]]]){ | |
alignmentA = seqA[i-1]+ alignmentA; | |
alignmentB = seqB[j-1] + alignmentB; | |
i--, j--; | |
} else if(Score == ScoreLeft + d) { | |
alignmentA = seqA[i-1] + alignmentA; | |
alignmentB = "-" + alignmentB; | |
i--; | |
} else if(Score == ScoreUp + d) { | |
alignmentA = "-" + alignmentA; | |
alignmentB = seqB[j-1] + alignmentB; | |
j--; | |
} else { | |
} | |
} | |
while(i>0){ | |
alignmentA = seqA[i-1] + alignmentA; | |
alignmentB = "-" + alignmentB; | |
i--; | |
} | |
while(j>0){ | |
alignmentA = "-" + alignmentA; | |
alignmentB = seqB[j-1] + alignmentB; | |
j--; | |
} | |
seqAlignment = "\n"+alignmentA+"\n"+alignmentB+"\n"; | |
return seqAlignment; | |
} |
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