1 | ///////////////////////////////////////////////////////////////// |
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2 | // EvolutionaryTree.h |
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3 | // |
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4 | // Utilities for reading/writing multiple sequence data. |
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5 | ///////////////////////////////////////////////////////////////// |
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6 | |
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7 | #ifndef EVOLUTIONARYTREE_H |
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8 | #define EVOLUTIONARYTREE_H |
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9 | |
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10 | #include <string> |
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11 | #include <list> |
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12 | #include <stdio.h> |
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13 | #include "SafeVector.h" |
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14 | #include "MultiSequence.h" |
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15 | #include "Sequence.h" |
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16 | |
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17 | using namespace std; |
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18 | |
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19 | ///////////////////////////////////////////////////////////////// |
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20 | // TreeNode |
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21 | // |
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22 | // The fundamental unit for representing an alignment tree. The |
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23 | // guide tree is represented as a binary tree. |
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24 | ///////////////////////////////////////////////////////////////// |
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25 | |
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26 | class TreeNode { |
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27 | int sequenceLabel; // sequence label |
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28 | TreeNode *left, *right, *parent; // pointers to left, right children |
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29 | |
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30 | ///////////////////////////////////////////////////////////////// |
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31 | // TreeNode::PrintNode() |
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32 | // |
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33 | // Internal routine used to print out the sequence comments |
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34 | // associated with the evolutionary tree, using a hierarchical |
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35 | // parenthesized format. |
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36 | ///////////////////////////////////////////////////////////////// |
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37 | |
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38 | void PrintNode (ostream &outfile, const MultiSequence *sequences) const { |
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39 | |
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40 | // if this is a leaf node, print out the associated sequence comment |
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41 | if (sequenceLabel >= 0) |
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42 | outfile << sequences->GetSequence (sequenceLabel)->GetHeader(); |
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43 | |
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44 | // otherwise, it must have two children; print out their subtrees recursively |
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45 | else { |
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46 | assert (left); |
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47 | assert (right); |
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48 | |
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49 | outfile << "("; |
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50 | left->PrintNode (outfile, sequences); |
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51 | outfile << " "; |
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52 | right->PrintNode (outfile, sequences); |
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53 | outfile << ")"; |
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54 | } |
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55 | } |
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56 | |
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57 | public: |
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58 | |
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59 | ///////////////////////////////////////////////////////////////// |
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60 | // TreeNode::TreeNode() |
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61 | // |
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62 | // Constructor for a tree node. Note that sequenceLabel = -1 |
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63 | // implies that the current node is not a leaf in the tree. |
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64 | ///////////////////////////////////////////////////////////////// |
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65 | |
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66 | TreeNode (int sequenceLabel) : sequenceLabel (sequenceLabel), |
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67 | left (NULL), right (NULL), parent (NULL) { |
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68 | assert (sequenceLabel >= -1); |
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69 | } |
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70 | |
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71 | ///////////////////////////////////////////////////////////////// |
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72 | // TreeNode::~TreeNode() |
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73 | // |
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74 | // Destructor for a tree node. Recursively deletes all children. |
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75 | ///////////////////////////////////////////////////////////////// |
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76 | |
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77 | ~TreeNode (){ |
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78 | if (left){ delete left; left = NULL; } |
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79 | if (right){ delete right; right = NULL; } |
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80 | parent = NULL; |
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81 | } |
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82 | |
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83 | |
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84 | // getters |
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85 | int GetSequenceLabel () const { return sequenceLabel; } |
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86 | TreeNode *GetLeftChild () const { return left; } |
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87 | TreeNode *GetRightChild () const { return right; } |
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88 | TreeNode *GetParent () const { return parent; } |
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89 | |
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90 | // setters |
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91 | void SetSequenceLabel (int sequenceLabel){ this->sequenceLabel = sequenceLabel; assert (sequenceLabel >= -1); } |
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92 | void SetLeftChild (TreeNode *left){ this->left = left; } |
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93 | void SetRightChild (TreeNode *right){ this->right = right; } |
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94 | void SetParent (TreeNode *parent){ this->parent = parent; } |
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95 | |
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96 | ///////////////////////////////////////////////////////////////// |
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97 | // TreeNode::ComputeTree() |
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98 | // |
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99 | // Routine used to compute an evolutionary tree based on the |
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100 | // given distance matrix. We assume the distance matrix has the |
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101 | // form, distMatrix[i][j] = expected accuracy of aligning i with j. |
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102 | ///////////////////////////////////////////////////////////////// |
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103 | |
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104 | static TreeNode *ComputeTree (const VVF &distMatrix){ |
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105 | |
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106 | int numSeqs = distMatrix.size(); // number of sequences in distance matrix |
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107 | VVF distances (numSeqs, VF (numSeqs)); // a copy of the distance matrix |
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108 | SafeVector<TreeNode *> nodes (numSeqs, NULL); // list of nodes for each sequence |
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109 | SafeVector<int> valid (numSeqs, 1); // valid[i] tells whether or not the ith |
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110 | // nodes in the distances and nodes array |
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111 | // are valid |
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112 | |
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113 | // initialization: make a copy of the distance matrix |
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114 | for (int i = 0; i < numSeqs; i++) |
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115 | for (int j = 0; j < numSeqs; j++) |
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116 | distances[i][j] = distMatrix[i][j]; |
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117 | |
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118 | // initialization: create all the leaf nodes |
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119 | for (int i = 0; i < numSeqs; i++){ |
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120 | nodes[i] = new TreeNode (i); |
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121 | assert (nodes[i]); |
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122 | } |
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123 | |
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124 | // repeat until only a single node left |
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125 | for (int numNodesLeft = numSeqs; numNodesLeft > 1; numNodesLeft--){ |
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126 | float bestProb = -1; |
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127 | pair<int,int> bestPair; |
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128 | |
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129 | // find the closest pair |
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130 | for (int i = 0; i < numSeqs; i++) if (valid[i]){ |
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131 | for (int j = i+1; j < numSeqs; j++) if (valid[j]){ |
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132 | if (distances[i][j] > bestProb){ |
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133 | bestProb = distances[i][j]; |
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134 | bestPair = make_pair(i, j); |
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135 | } |
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136 | } |
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137 | } |
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138 | |
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139 | // merge the closest pair |
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140 | TreeNode *newParent = new TreeNode (-1); |
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141 | newParent->SetLeftChild (nodes[bestPair.first]); |
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142 | newParent->SetRightChild (nodes[bestPair.second]); |
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143 | nodes[bestPair.first]->SetParent (newParent); |
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144 | nodes[bestPair.second]->SetParent (newParent); |
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145 | nodes[bestPair.first] = newParent; |
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146 | nodes[bestPair.second] = NULL; |
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147 | |
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148 | // now update the distance matrix |
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149 | for (int i = 0; i < numSeqs; i++) if (valid[i]){ |
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150 | distances[bestPair.first][i] = distances[i][bestPair.first] |
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151 | = (distances[i][bestPair.first] + distances[i][bestPair.second]) * bestProb / 2; |
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152 | } |
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153 | |
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154 | // finally, mark the second node entry as no longer valid |
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155 | valid[bestPair.second] = 0; |
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156 | } |
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157 | |
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158 | assert (nodes[0]); |
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159 | return nodes[0]; |
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160 | } |
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161 | |
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162 | ///////////////////////////////////////////////////////////////// |
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163 | // TreeNode::Print() |
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164 | // |
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165 | // Print out the subtree associated with this node in a |
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166 | // parenthesized representation. |
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167 | ///////////////////////////////////////////////////////////////// |
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168 | |
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169 | void Print (ostream &outfile, const MultiSequence *sequences) const { |
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170 | outfile << "Alignment tree: "; |
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171 | PrintNode (outfile, sequences); |
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172 | outfile << endl; |
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173 | } |
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174 | }; |
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175 | |
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176 | #endif |
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