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|  | 15 <tr align="left" valign="top"><td width="33%" align="left"><a href="./TopologicalPharmacophoreAtomPairsFingerprints.html" title="TopologicalPharmacophoreAtomPairsFingerprints.html">Previous</a>  <a href="./index.html" title="Table of Contents">TOC</a>  <a href="./CyclesDetection.html" title="CyclesDetection.html">Next</a></td><td width="34%" align="middle"><strong>Fingerprints::TopologicalPharmacophoreAtomTripletsFingerprints.pm</strong></td><td width="33%" align="right"><a href="././code/TopologicalPharmacophoreAtomTripletsFingerprints.html" title="View source code">Code</a> | <a href="./../pdf/TopologicalPharmacophoreAtomTripletsFingerprints.pdf" title="PDF US Letter Size">PDF</a> | <a href="./../pdfgreen/TopologicalPharmacophoreAtomTripletsFingerprints.pdf" title="PDF US Letter Size with narrow margins: www.changethemargins.com">PDFGreen</a> | <a href="./../pdfa4/TopologicalPharmacophoreAtomTripletsFingerprints.pdf" title="PDF A4 Size">PDFA4</a> | <a href="./../pdfa4green/TopologicalPharmacophoreAtomTripletsFingerprints.pdf" title="PDF A4 Size with narrow margins: www.changethemargins.com">PDFA4Green</a></td></tr> | 
|  | 16 </table> | 
|  | 17 </div> | 
|  | 18 <p> | 
|  | 19 </p> | 
|  | 20 <h2>NAME</h2> | 
|  | 21 <p>TopologicalPharmacophoreAtomTripletsFingerprints</p> | 
|  | 22 <p> | 
|  | 23 </p> | 
|  | 24 <h2>SYNOPSIS</h2> | 
|  | 25 <p>use Fingerprints::TopologicalPharmacophoreAtomTripletsFingerprints;</p> | 
|  | 26 <p>use Fingerprints::TopologicalPharmacophoreAtomTripletsFingerprints qw(:all);</p> | 
|  | 27 <p> | 
|  | 28 </p> | 
|  | 29 <h2>DESCRIPTION</h2> | 
|  | 30 <p><strong>TopologicalPharmacophoreAtomTripletsFingerprints</strong> [ Ref 66, Ref 68-71 ] class provides | 
|  | 31 the following methods:</p> | 
|  | 32 <p>new, GenerateFingerprints, , GetDescription, GetAtomTripletIDs, | 
|  | 33 SetAtomTypesToUse, SetDistanceBinSize, SetMaxDistance, SetMinDistance, | 
|  | 34 StringifyTopologicalPharmacophoreAtomTripletsFingerprints</p> | 
|  | 35 <p><strong>TopologicalPharmacophoreAtomTripletsFingerprints</strong> is derived from <strong>Fingerprints</strong> class | 
|  | 36 which in turn is  derived from <strong>ObjectProperty</strong> base class that provides methods not explicitly | 
|  | 37 defined in <strong>TopologicalPharmacophoreAtomTripletsFingerprints</strong>, <strong>Fingerprints</strong> or <strong>ObjectProperty</strong> | 
|  | 38 classes using Perl's AUTOLOAD functionality. These methods are generated on-the-fly for a specified | 
|  | 39 object property:</p> | 
|  | 40 <div class="OptionsBox"> | 
|  | 41     Set<PropertyName>(<PropertyValue>); | 
|  | 42 <br/>    $PropertyValue = Get<PropertyName>(); | 
|  | 43 <br/>    Delete<PropertyName>();</div> | 
|  | 44 <p>Based on the values specified for <strong>AtomTypesToUse</strong>, pharmacophore atom types are | 
|  | 45 assigned to all non-hydrogen atoms in a molecule and a distance matrix is generated. | 
|  | 46 Using <strong>MinDistance</strong>, <strong>MaxDistance</strong>, and <strong>DistanceBinSize</strong> values, a | 
|  | 47 binned distance matrix is generated with lower bound on the distance bin as the distance | 
|  | 48 in distance matrix; the lower bound on the distance bin is also used as the distance between | 
|  | 49 atom pairs for generation of atom triplet identifiers.</p> | 
|  | 50 <p>A pharmacophore atom triplets basis set is generated for all unique atom triplets constituting | 
|  | 51 atom pairs binned distances between <strong>--MinDistance</strong> and <strong>--MaxDistance</strong>. The value | 
|  | 52 of <strong>--UseTriangleInequality</strong> determines whether the triangle inequality test is applied during | 
|  | 53 generation of atom triplets basis set. The lower distance bound, along with specified pharmacophore | 
|  | 54 types, is used during generation of atom triplet IDs.</p> | 
|  | 55 <div class="OptionsBox"> | 
|  | 56     Let:</div> | 
|  | 57 <div class="OptionsBox"> | 
|  | 58     P = Valid pharmacophore atom type</div> | 
|  | 59 <div class="OptionsBox"> | 
|  | 60     Px = Pharmacophore atom x | 
|  | 61 <br/>    Py = Pharmacophore atom y | 
|  | 62 <br/>    Pz = Pharmacophore atom z</div> | 
|  | 63 <div class="OptionsBox"> | 
|  | 64     Dmin = Minimum distance corresponding to number of bonds between two atoms | 
|  | 65 <br/>    Dmax = Maximum distance corresponding to number of bonds between two atoms | 
|  | 66 <br/>    D = Distance corresponding to number of bonds between two atom</div> | 
|  | 67 <div class="OptionsBox"> | 
|  | 68     Bsize  = Distance bin size | 
|  | 69 <br/>    Nbins = Number of distance bins</div> | 
|  | 70 <div class="OptionsBox"> | 
|  | 71     Dxy = Distance or lower bound of binned distance between Px and Py | 
|  | 72 <br/>    Dxz = Distance or lower bound of binned distance between Px and Pz | 
|  | 73 <br/>    Dyz = Distance or lower bound of binned distance between Py and Pz</div> | 
|  | 74 <div class="OptionsBox"> | 
|  | 75     Then:</div> | 
|  | 76 <div class="OptionsBox"> | 
|  | 77     PxDyz-PyDxz-PzDxy = Pharmacophore atom triplet IDs for atom types Px, | 
|  | 78                         Py, and Pz</div> | 
|  | 79 <div class="OptionsBox"> | 
|  | 80     For example: H1-H1-H1, H2-HBA-H2 and so on.</div> | 
|  | 81 <div class="OptionsBox"> | 
|  | 82     For default values of Dmin = 1 , Dmax = 10 and Bsize = 2, the number of | 
|  | 83 <br/>    distance bins, Nbins = 5, are:</div> | 
|  | 84 <div class="OptionsBox"> | 
|  | 85     [1, 2] [3, 4] [5, 6] [7, 8] [9 10]</div> | 
|  | 86 <div class="OptionsBox"> | 
|  | 87     and atom triplet basis set size is 2692.</div> | 
|  | 88 <div class="OptionsBox"> | 
|  | 89     Atom triplet basis set size for various values of Dmin, Dmax and Bsize in | 
|  | 90 <br/>    conjunction with usage of triangle inequality is:</div> | 
|  | 91 <div class="OptionsBox"> | 
|  | 92     Dmin    Dmax   Bsize   UseTriangleInequality   TripletBasisSetSize | 
|  | 93 <br/>    1       10     2       No                      4960 | 
|  | 94 <br/>    1       10     2       Yes                     2692 [ Default ] | 
|  | 95 <br/>    2       12     2       No                      8436 | 
|  | 96 <br/>    2       12     2       Yes                     4494</div> | 
|  | 97 <p>Using binned distance matrix and pharmacohore atom types, occurrence of unique pharmacohore | 
|  | 98 atom triplets is counted.</p> | 
|  | 99 <p>The final pharmacophore atom triples count along with atom pair identifiers involving all non-hydrogen | 
|  | 100 atoms constitute pharmacophore topological atom triplets fingerprints of the molecule.</p> | 
|  | 101 <p>For <em>ArbitrarySize</em> value of <strong>AtomTripletsSetSizeToUse</strong>, the fingerprint vector correspond to | 
|  | 102 only those topological pharmacophore atom triplets which are present and have non-zero count. However, | 
|  | 103 for <em>FixedSize</em> value of <strong>AtomTripletsSetSizeToUse</strong>, the fingerprint vector contains all possible | 
|  | 104 valid topological pharmacophore atom triplets with both zero and non-zero count values.</p> | 
|  | 105 <p>The current release of MayaChemTools generates the following types of topological pharmacophore | 
|  | 106 atom triplets fingerprints vector strings:</p> | 
|  | 107 <div class="OptionsBox"> | 
|  | 108     FingerprintsVector;TopologicalPharmacophoreAtomTriplets:ArbitrarySize: | 
|  | 109 <br/>    MinDistance1:MaxDistance10;696;NumericalValues;IDsAndValuesString;Ar1- | 
|  | 110 <br/>    Ar1-Ar1 Ar1-Ar1-H1 Ar1-Ar1-HBA1 Ar1-Ar1-HBD1 Ar1-H1-H1 Ar1-H1-HBA1 Ar1 | 
|  | 111 <br/>    -H1-HBD1 Ar1-HBA1-HBD1 H1-H1-H1 H1-H1-HBA1 H1-H1-HBD1 H1-HBA1-HBA1 H1- | 
|  | 112 <br/>    HBA1-HBD1 H1-HBA1-NI1 H1-HBD1-NI1 HBA1-HBA1-NI1 HBA1-HBD1-NI1 Ar1-...; | 
|  | 113 <br/>    46 106 8 3 83 11 4 1 21 5 3 1 2 2 1 1 1 100 101 18 11 145 132 26 14 23 | 
|  | 114 <br/>    28 3 3 5 4 61 45 10 4 16 20 7 5 1 3 4 5 3 1 1 1 1 5 4 2 1 2 2 2 1 1 1 | 
|  | 115 <br/>    119 123 24 15 185 202 41 25 22 17 3 5 85 95 18 11 23 17 3 1 1 6 4 ...</div> | 
|  | 116 <div class="OptionsBox"> | 
|  | 117     FingerprintsVector;TopologicalPharmacophoreAtomTriplets:FixedSize:MinD | 
|  | 118 <br/>    istance1:MaxDistance10;2692;OrderedNumericalValues;ValuesString;46 106 | 
|  | 119 <br/>    8 3 0 0 83 11 4 0 0 0 1 0 0 0 0 0 0 0 0 21 5 3 0 0 1 2 2 0 0 1 0 0 0 | 
|  | 120 <br/>    0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 100 101 18 11 0 0 145 132 26 | 
|  | 121 <br/>    14 0 0 23 28 3 3 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 61 45 10 4 0 | 
|  | 122 <br/>    0 16 20 7 5 1 0 3 4 5 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 5 ...</div> | 
|  | 123 <div class="OptionsBox"> | 
|  | 124     FingerprintsVector;TopologicalPharmacophoreAtomTriplets:FixedSize:MinD | 
|  | 125 <br/>    istance1:MaxDistance10;2692;OrderedNumericalValues;IDsAndValuesString; | 
|  | 126 <br/>    Ar1-Ar1-Ar1 Ar1-Ar1-H1 Ar1-Ar1-HBA1 Ar1-Ar1-HBD1 Ar1-Ar1-NI1 Ar1-Ar1-P | 
|  | 127 <br/>    I1 Ar1-H1-H1 Ar1-H1-HBA1 Ar1-H1-HBD1 Ar1-H1-NI1 Ar1-H1-PI1 Ar1-HBA1-HB | 
|  | 128 <br/>    A1 Ar1-HBA1-HBD1 Ar1-HBA1-NI1 Ar1-HBA1-PI1 Ar1-HBD1-HBD1 Ar1-HBD1-...; | 
|  | 129 <br/>    46 106 8 3 0 0 83 11 4 0 0 0 1 0 0 0 0 0 0 0 0 21 5 3 0 0 1 2 2 0 0 1 | 
|  | 130 <br/>    0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 100 101 18 11 0 0 145 | 
|  | 131 <br/>    132 26 14 0 0 23 28 3 3 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 61 ...</div> | 
|  | 132 <p> | 
|  | 133 </p> | 
|  | 134 <h2>METHODS</h2> | 
|  | 135 <dl> | 
|  | 136 <dt><strong><a name="new" class="item"><strong>new</strong></a></strong></dt> | 
|  | 137 <dd> | 
|  | 138 <div class="OptionsBox"> | 
|  | 139     $TPATFP = new TopologicalPharmacophoreAtomTripletsFingerprints( | 
|  | 140                                                    %NamesAndValues);</div> | 
|  | 141 <p>Using specified <em>TopologicalPharmacophoreAtomTripletsFingerprints</em> property names and values hash, <strong>new</strong> | 
|  | 142 method creates a new object and returns a reference to newly created <strong>TopologicalPharmacophoreAtomTripletsFingerprints</strong> | 
|  | 143 object. By default, the following properties are initialized:</p> | 
|  | 144 <div class="OptionsBox"> | 
|  | 145     Molecule = '' | 
|  | 146 <br/>    Type = 'TopologicalPharmacophoreAtomTriplets' | 
|  | 147 <br/>    MinDistance = 1 | 
|  | 148 <br/>    MaxDistance = 10 | 
|  | 149 <br/>    DistanceBinSize = 2 | 
|  | 150 <br/>    UseTriangleInequality = 1 | 
|  | 151 <br/>    AtomTypesToUse = ['HBD', 'HBA', 'PI', 'NI', 'H', 'Ar']</div> | 
|  | 152 <p>Examples:</p> | 
|  | 153 <div class="OptionsBox"> | 
|  | 154     $TPATFP = new TopologicalPharmacophoreAtomTripletsFingerprints( | 
|  | 155                               'Molecule' => $Molecule);</div> | 
|  | 156 <div class="OptionsBox"> | 
|  | 157     $TPATFP = new TopologicalPharmacophoreAtomTripletsFingerprints( | 
|  | 158                               'Molecule' => $Molecule, | 
|  | 159                               'AtomTripletsSetSizeToUse' => 'ArbitrarySize'; | 
|  | 160                               'MinDistance' => 1, | 
|  | 161                               'MaxDistance' => 10, | 
|  | 162                               'DistanceBinSize' => 2, | 
|  | 163                               'AtomTypesToUse' => ['HBD', 'HBA', 'PI', 'NI', 'H', 'Ar'], | 
|  | 164                               'UseTriangleInequality' => 1);</div> | 
|  | 165 <div class="OptionsBox"> | 
|  | 166     $TPATFP = new TopologicalPharmacophoreAtomTripletsFingerprints( | 
|  | 167                               'Molecule' => $Molecule, | 
|  | 168                               'AtomTripletsSetSizeToUse' => 'FixedSize'; | 
|  | 169                               'MinDistance' => 1, | 
|  | 170                               'MaxDistance' => 10, | 
|  | 171                               'DistanceBinSize' => 2, | 
|  | 172                               'AtomTypesToUse' => ['HBD', 'HBA', 'PI', 'NI', 'H', 'Ar'], | 
|  | 173                               'UseTriangleInequality' => 1);</div> | 
|  | 174 <div class="OptionsBox"> | 
|  | 175     $TPATFP->GenerateFingerprints(); | 
|  | 176 <br/>    print "$TPATFP\n";</div> | 
|  | 177 </dd> | 
|  | 178 <dt><strong><a name="getdescription" class="item"><strong>GetDescription</strong></a></strong></dt> | 
|  | 179 <dd> | 
|  | 180 <div class="OptionsBox"> | 
|  | 181     $Description = $TopologicalPharmacophoreAtomTripletsFP->GetDescription();</div> | 
|  | 182 <p>Returns a string containing description of topological pharmacophore atom triplets fingerprints.</p> | 
|  | 183 </dd> | 
|  | 184 <dt><strong><a name="generatefingerprints" class="item"><strong>GenerateFingerprints</strong></a></strong></dt> | 
|  | 185 <dd> | 
|  | 186 <div class="OptionsBox"> | 
|  | 187     $TopologicalPharmacophoreAtomTripletsFP->GenerateFingerprints();</div> | 
|  | 188 <p>Generates topological pharmacophore atom triplets fingerprints and returns | 
|  | 189 <em>TopologicalPharmacophoreAtomTripletsFP</em>.</p> | 
|  | 190 </dd> | 
|  | 191 <dt><strong><a name="getatomtripletids" class="item"><strong>GetAtomTripletIDs</strong></a></strong></dt> | 
|  | 192 <dd> | 
|  | 193 <div class="OptionsBox"> | 
|  | 194     $AtomTripletsIDsRef = $TopologicalPharmacophoreATFP->GetAtomTripletIDs(); | 
|  | 195 <br/>    @AtomTripletIDs = $TopologicalPharmacophoreATFP->GetAtomTripletIDs();</div> | 
|  | 196 <p>Returns atom triplet IDs corresponding to atom pairs count values in topological pharmacophore | 
|  | 197 atom triplet fingerprints vector as an array or reference to an array.</p> | 
|  | 198 </dd> | 
|  | 199 <dt><strong><a name="atomtripletssetsizetouse" class="item"><strong>AtomTripletsSetSizeToUse</strong></a></strong></dt> | 
|  | 200 <dd> | 
|  | 201 <div class="OptionsBox"> | 
|  | 202     $TPAFP->AtomTripletsSetSizeToUse($Values);</div> | 
|  | 203 <p>Sets pharmacophore atom triplets set size to use for topological pharmacophore fingerprints | 
|  | 204 generation and returns <em>TopologicalPharmacophoreAtomTripletsFingerprints</em>.</p> | 
|  | 205 <p>Possible values for pharmacophore atom triplets set size are: <em>ArbitrarySize, FizedSize</em>. | 
|  | 206 Default value: <em>ArbitrarySize</em>.</p> | 
|  | 207 <p>For <em>ArbitrarySize</em> value of <strong>AtomTripletsSetSizeToUse</strong>, the fingerprint vector correspond to | 
|  | 208 only those topological pharmacophore atom triplets which are present and have non-zero count. However, | 
|  | 209 for <em>FixedSize</em> value of <strong>AtomTripletsSetSizeToUse</strong>, the fingerprint vector contains all possible | 
|  | 210 valid topological pharmacophore atom triplets with both zero and non-zero count values.</p> | 
|  | 211 </dd> | 
|  | 212 <dt><strong><a name="setatomtypestouse" class="item"><strong>SetAtomTypesToUse</strong></a></strong></dt> | 
|  | 213 <dd> | 
|  | 214 <div class="OptionsBox"> | 
|  | 215     $TopologicalPharmacophoreAtomTripletsFP->SetAtomTypesToUse($ValuesRef); | 
|  | 216 <br/>    $TopologicalPharmacophoreAtomTripletsFP->SetAtomTypesToUse(@Values);</div> | 
|  | 217 <p>Sets pharmacophore atom types to use for topological pharmacophore fingerprints | 
|  | 218 generation and returns <em>TopologicalPharmacophoreAtomTripletsFingerprints</em>.</p> | 
|  | 219 <p>Possible values for pharmacophore atom types are: <em>Ar, CA, H, HBA, HBD, Hal, NI, PI, RA</em>. | 
|  | 220 Default value [ Ref 71 ] : <em>HBD,HBA,PI,NI,H,Ar</em>.</p> | 
|  | 221 <p>The pharmacophore atom types abbreviations correspond to:</p> | 
|  | 222 <div class="OptionsBox"> | 
|  | 223     HBD: HydrogenBondDonor | 
|  | 224 <br/>    HBA: HydrogenBondAcceptor | 
|  | 225 <br/>    PI :  PositivelyIonizable | 
|  | 226 <br/>    NI : NegativelyIonizable | 
|  | 227 <br/>    Ar : Aromatic | 
|  | 228 <br/>    Hal : Halogen | 
|  | 229 <br/>    H : Hydrophobic | 
|  | 230 <br/>    RA : RingAtom | 
|  | 231 <br/>    CA : ChainAtom</div> | 
|  | 232 <p><em>AtomTypes::FunctionalClassAtomTypes</em> module is used to assign pharmacophore atom | 
|  | 233 types. It uses following definitions [ Ref 60-61, Ref 65-66 ]:</p> | 
|  | 234 <div class="OptionsBox"> | 
|  | 235     HydrogenBondDonor: NH, NH2, OH | 
|  | 236 <br/>    HydrogenBondAcceptor: N[!H], O | 
|  | 237 <br/>    PositivelyIonizable: +, NH2 | 
|  | 238 <br/>    NegativelyIonizable: -, C(=O)OH, S(=O)OH, P(=O)OH</div> | 
|  | 239 </dd> | 
|  | 240 <dt><strong><a name="setdistancebinsize" class="item"><strong>SetDistanceBinSize</strong></a></strong></dt> | 
|  | 241 <dd> | 
|  | 242 <div class="OptionsBox"> | 
|  | 243     $TopologicalPharmacophoreAtomTripletsFP->SetDistanceBinSize($Value);</div> | 
|  | 244 <p>Sets distance bin size used to bin distances between atom pairs in atom triplets and returns | 
|  | 245 <em>TopologicalPharmacophoreAtomTriplesFP</em>.</p> | 
|  | 246 <p>For default <strong>MinDistance</strong> and <strong>MaxDistance</strong> values of 1 and 10 with  <strong>DistanceBinSize</strong> | 
|  | 247 of 2 [ Ref 70 ], the following 5 distance bins are generated:</p> | 
|  | 248 <div class="OptionsBox"> | 
|  | 249     [1, 2] [3, 4] [5, 6] [7, 8] [9 10]</div> | 
|  | 250 <p>The lower distance bound on the distance bin is uses to bin the distance between atom pairs in | 
|  | 251 atom triplets. So in the previous example, atom pairs with distances 1 and 2 fall in first distance | 
|  | 252 bin, atom pairs with distances 3 and 4  fall in second distance bin and so on.</p> | 
|  | 253 <p>In order to distribute distance bins of equal size, the last bin is allowed to go past <strong>MaxDistance</strong> | 
|  | 254 by up to distance bin size. For example, <strong>MinDistance</strong> and <strong>MaxDistance</strong> values of 2 and 10 | 
|  | 255 with <strong>DistanceBinSize</strong> of 2 generates the following 6 distance bins:</p> | 
|  | 256 <div class="OptionsBox"> | 
|  | 257     [2, 3] [4, 5] [6, 7] [8, 9] [10 11]</div> | 
|  | 258 </dd> | 
|  | 259 <dt><strong><a name="setmaxdistance" class="item"><strong>SetMaxDistance</strong></a></strong></dt> | 
|  | 260 <dd> | 
|  | 261 <div class="OptionsBox"> | 
|  | 262     $TopologicalPharmacophoreAtomTriplesFP->SetMaxDistance($Value);</div> | 
|  | 263 <p>Sets maximum bond distance between atom pairs  corresponding to atom triplets for | 
|  | 264 generating topological pharmacophore atom triplets fingerprints and returns | 
|  | 265 <em>TopologicalPharmacophoreAtomTriplesFP</em>.</p> | 
|  | 266 </dd> | 
|  | 267 <dt><strong><a name="setmindistance" class="item"><strong>SetMinDistance</strong></a></strong></dt> | 
|  | 268 <dd> | 
|  | 269 <div class="OptionsBox"> | 
|  | 270     $TopologicalPharmacophoreAtomTriplesFP->SetMinDistance($Value);</div> | 
|  | 271 <p>Sets minimum bond distance between atom pairs  corresponding to atom triplets for | 
|  | 272 generating topological pharmacophore atom triplets fingerprints and returns | 
|  | 273 <em>TopologicalPharmacophoreAtomTriplesFP</em>.</p> | 
|  | 274 </dd> | 
|  | 275 <dt><strong><a name="stringifytopologicalpharmacophoreatomtripletsfingerprints" class="item"><strong>StringifyTopologicalPharmacophoreAtomTripletsFingerprints</strong></a></strong></dt> | 
|  | 276 <dd> | 
|  | 277 <div class="OptionsBox"> | 
|  | 278     $String = $TopologicalPharmacophoreAtomTripletsFingerprints-> | 
|  | 279                    StringifyTopologicalPharmacophoreAtomTripletsFingerprints();</div> | 
|  | 280 <p>Returns a string containing information about <em>TopologicalPharmacophoreAtomTripletsFingerprints</em> object.</p> | 
|  | 281 </dd> | 
|  | 282 </dl> | 
|  | 283 <p> | 
|  | 284 </p> | 
|  | 285 <h2>AUTHOR</h2> | 
|  | 286 <p><a href="mailto:msud@san.rr.com">Manish Sud</a></p> | 
|  | 287 <p> | 
|  | 288 </p> | 
|  | 289 <h2>SEE ALSO</h2> | 
|  | 290 <p><a href="./Fingerprints.html">Fingerprints.pm</a>, <a href="./FingerprintsStringUtil.html">FingerprintsStringUtil.pm</a>, <a href="./AtomNeighborhoodsFingerprints.html">AtomNeighborhoodsFingerprints.pm</a>,  | 
|  | 291 <a href="./AtomTypesFingerprints.html">AtomTypesFingerprints.pm</a>, <a href="./EStateIndiciesFingerprints.html">EStateIndiciesFingerprints.pm</a>, <a href="./ExtendedConnectivityFingerprints.html">ExtendedConnectivityFingerprints.pm</a>,  | 
|  | 292 <a href="./MACCSKeys.html">MACCSKeys.pm</a>, <a href="./PathLengthFingerprints.html">PathLengthFingerprints.pm</a>, <a href="./TopologicalAtomPairsFingerprints.html">TopologicalAtomPairsFingerprints.pm</a>,  | 
|  | 293 <a href="./TopologicalAtomTripletsFingerprints.html">TopologicalAtomTripletsFingerprints.pm</a>, <a href="./TopologicalAtomTorsionsFingerprints.html">TopologicalAtomTorsionsFingerprints.pm</a>,  | 
|  | 294 <a href="./TopologicalPharmacophoreAtomPairsFingerprints.html">TopologicalPharmacophoreAtomPairsFingerprints.pm</a> | 
|  | 295 </p> | 
|  | 296 <p> | 
|  | 297 </p> | 
|  | 298 <h2>COPYRIGHT</h2> | 
|  | 299 <p>Copyright (C) 2015 Manish Sud. All rights reserved.</p> | 
|  | 300 <p>This file is part of MayaChemTools.</p> | 
|  | 301 <p>MayaChemTools is free software; you can redistribute it and/or modify it under | 
|  | 302 the terms of the GNU Lesser General Public License as published by the Free | 
|  | 303 Software Foundation; either version 3 of the License, or (at your option) | 
|  | 304 any later version.</p> | 
|  | 305 <p> </p><p> </p><div class="DocNav"> | 
|  | 306 <table width="100%" border=0 cellpadding=0 cellspacing=2> | 
|  | 307 <tr align="left" valign="top"><td width="33%" align="left"><a href="./TopologicalPharmacophoreAtomPairsFingerprints.html" title="TopologicalPharmacophoreAtomPairsFingerprints.html">Previous</a>  <a href="./index.html" title="Table of Contents">TOC</a>  <a href="./CyclesDetection.html" title="CyclesDetection.html">Next</a></td><td width="34%" align="middle"><strong>March 29, 2015</strong></td><td width="33%" align="right"><strong>Fingerprints::TopologicalPharmacophoreAtomTripletsFingerprints.pm</strong></td></tr> | 
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