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3 <title>MayaChemTools:Documentation:TopologicalPharmacophoreAtomTripletsFingerprints.pl</title> | |
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14 <table width="100%" border=0 cellpadding=0 cellspacing=2> | |
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="./EndPage.html" title="EndPage.html">Next</a></td><td width="34%" align="middle"><strong>TopologicalPharmacophoreAtomTripletsFingerprints.pl</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.pl - Generate topological pharmacophore atom triplets fingerprints for SD files</p> | |
22 <p> | |
23 </p> | |
24 <h2>SYNOPSIS</h2> | |
25 <p>TopologicalPharmacophoreAtomTripletsFingerprints.pl SDFile(s)...</p> | |
26 <p>TopologicalPharmacophoreAtomTripletsFingerprints.pl [<strong>--AromaticityModel</strong> <em>AromaticityModelType</em>] | |
27 [<strong>--AtomTripletsSetSizeToUse</strong> <em>ArbitrarySize | FixedSize</em>] | |
28 [<strong>-a, --AtomTypesToUse</strong> <em>"AtomType1, AtomType2..."</em>] | |
29 [<strong>--AtomTypesWeight</strong> <em>"AtomType1, Weight1, AtomType2, Weight2..."</em>] | |
30 [<strong>--CompoundID</strong> <em>DataFieldName or LabelPrefixString</em>] [<strong>--CompoundIDLabel</strong> <em>text</em>] | |
31 [<strong>--CompoundIDMode</strong>] [<strong>--DataFields</strong> <em>"FieldLabel1, FieldLabel2,..."</em>] | |
32 [<strong>-d, --DataFieldsMode</strong> <em>All | Common | Specify | CompoundID</em>] [<strong>--DistanceBinSize</strong> <em>number</em>] [<strong>-f, --Filter</strong> <em>Yes | No</em>] | |
33 [<strong>--FingerprintsLabelMode</strong> <em>FingerprintsLabelOnly | FingerprintsLabelWithIDs</em>] [<strong>--FingerprintsLabel</strong> <em>text</em>] | |
34 [<strong>-h, --help</strong>] [<strong>-k, --KeepLargestComponent</strong> <em>Yes | No</em>] [<strong>--MinDistance</strong> <em>number</em>] [<strong>--MaxDistance</strong> <em>number</em>] | |
35 [<strong>--OutDelim</strong> <em>comma | tab | semicolon</em>] [<strong>--output</strong> <em>SD | FP | text | all</em>] [<strong>-o, --overwrite</strong>] | |
36 [<strong>-q, --quote</strong> <em>Yes | No</em>] [<strong>-r, --root</strong> <em>RootName</em>] [<strong>-u, --UseTriangleInequality</strong> <em>Yes | No</em>] | |
37 [<strong>-v, --VectorStringFormat</strong> <em>ValuesString, IDsAndValuesString | IDsAndValuesPairsString | ValuesAndIDsString | ValuesAndIDsPairsString</em>] | |
38 [<strong>-w, --WorkingDir</strong> dirname] SDFile(s)...</p> | |
39 <p> | |
40 </p> | |
41 <h2>DESCRIPTION</h2> | |
42 <p>Generate topological pharmacophore atom triplets fingerprints [ Ref 66, Ref 68-71 ] for | |
43 <em>SDFile(s)</em> and create appropriate SD, FP or CSV/TSV text file(s) containing fingerprints vector | |
44 strings corresponding to molecular fingerprints.</p> | |
45 <p>Multiple SDFile names are separated by spaces. The valid file extensions are <em>.sdf</em> | |
46 and <em>.sd</em>. All other file names are ignored. All the SD files in a current directory | |
47 can be specified either by <em>*.sdf</em> or the current directory name.</p> | |
48 <p>Based on the values specified for <strong>--AtomTypesToUse</strong>, pharmacophore atom types are | |
49 assigned to all non-hydrogen atoms in a molecule and a distance matrix is generated. | |
50 Using <strong>--MinDistance</strong>, <strong>--MaxDistance</strong>, and <strong>--DistanceBinSize</strong> values, a | |
51 binned distance matrix is generated with lower bound on the distance bin as the distance | |
52 in distance matrix; the lower bound on the distance bin is also used as the distance between | |
53 atom pairs for generation of atom triplet identifiers.</p> | |
54 <p>A pharmacophore atom triplets basis set is generated for all unique atom triplets constituting | |
55 atom pairs binned distances between <strong>--MinDistance</strong> and <strong>--MaxDistance</strong>. The value | |
56 of <strong>--UseTriangleInequality</strong> determines whether the triangle inequality test is applied during | |
57 generation of atom triplets basis set. The lower distance bound, along with specified pharmacophore | |
58 types, is used during generation of atom triplet IDs.</p> | |
59 <div class="OptionsBox"> | |
60 Let:</div> | |
61 <div class="OptionsBox"> | |
62 P = Valid pharmacophore atom type</div> | |
63 <div class="OptionsBox"> | |
64 Px = Pharmacophore atom x | |
65 <br/> Py = Pharmacophore atom y | |
66 <br/> Pz = Pharmacophore atom z</div> | |
67 <div class="OptionsBox"> | |
68 Dmin = Minimum distance corresponding to number of bonds between two atoms | |
69 <br/> Dmax = Maximum distance corresponding to number of bonds between two atoms | |
70 <br/> D = Distance corresponding to number of bonds between two atom</div> | |
71 <div class="OptionsBox"> | |
72 Bsize = Distance bin size | |
73 <br/> Nbins = Number of distance bins</div> | |
74 <div class="OptionsBox"> | |
75 Dxy = Distance or lower bound of binned distance between Px and Py | |
76 <br/> Dxz = Distance or lower bound of binned distance between Px and Pz | |
77 <br/> Dyz = Distance or lower bound of binned distance between Py and Pz</div> | |
78 <div class="OptionsBox"> | |
79 Then:</div> | |
80 <div class="OptionsBox"> | |
81 PxDyz-PyDxz-PzDxy = Pharmacophore atom triplet IDs for atom types Px, | |
82 Py, and Pz</div> | |
83 <div class="OptionsBox"> | |
84 For example: H1-H1-H1, H2-HBA-H2 and so on</div> | |
85 <div class="OptionsBox"> | |
86 For default values of Dmin = 1 , Dmax = 10 and Bsize = 2:</div> | |
87 <div class="OptionsBox"> | |
88 the number of distance bins, Nbins = 5, are:</div> | |
89 <div class="OptionsBox"> | |
90 [1, 2] [3, 4] [5, 6] [7, 8] [9 10]</div> | |
91 <div class="OptionsBox"> | |
92 and atom triplet basis set size is 2692.</div> | |
93 <div class="OptionsBox"> | |
94 Atom triplet basis set size for various values of Dmin, Dmax and Bsize in | |
95 <br/> conjunction with usage of triangle inequality is:</div> | |
96 <div class="OptionsBox"> | |
97 Dmin Dmax Bsize UseTriangleInequality TripletBasisSetSize | |
98 <br/> 1 10 2 No 4960 | |
99 <br/> 1 10 2 Yes 2692 [ Default ] | |
100 <br/> 2 12 2 No 8436 | |
101 <br/> 2 12 2 Yes 4494</div> | |
102 <p>Using binned distance matrix and pharmacohore atom types, occurrence of unique pharmacohore | |
103 atom triplets is counted.</p> | |
104 <p>The final pharmacophore atom triples count along with atom pair identifiers involving all non-hydrogen | |
105 atoms constitute pharmacophore topological atom triplets fingerprints of the molecule.</p> | |
106 <p>For <em>ArbitrarySize</em> value of <strong>--AtomTripletsSetSizeToUse</strong> option, the fingerprint vector correspond to | |
107 only those topological pharmacophore atom triplets which are present and have non-zero count. However, | |
108 for <em>FixedSize</em> value of <strong>--AtomTripletsSetSizeToUse</strong> option, the fingerprint vector contains all possible | |
109 valid topological pharmacophore atom triplets with both zero and non-zero count values.</p> | |
110 <p>Example of <em>SD</em> file containing topological pharmacophore atom triplets fingerprints string data:</p> | |
111 <div class="OptionsBox"> | |
112 ... ... | |
113 <br/> ... ... | |
114 <br/> $$$$ | |
115 <br/> ... ... | |
116 <br/> ... ... | |
117 <br/> ... ... | |
118 <br/> 41 44 0 0 0 0 0 0 0 0999 V2000 | |
119 -3.3652 1.4499 0.0000 C 0 0 0 0 0 0 0 0 0 0 0 0 | |
120 <br/> ... ... | |
121 <br/> 2 3 1 0 0 0 0 | |
122 <br/> ... ... | |
123 <br/> M END | |
124 <br/> > <CmpdID> | |
125 <br/> Cmpd1</div> | |
126 <div class="OptionsBox"> | |
127 > <TopologicalPharmacophoreAtomTripletsFingerprints> | |
128 <br/> FingerprintsVector;TopologicalPharmacophoreAtomTriplets:ArbitrarySize: | |
129 <br/> MinDistance1:MaxDistance10;696;NumericalValues;IDsAndValuesString;Ar1- | |
130 <br/> Ar1-Ar1 Ar1-Ar1-H1 Ar1-Ar1-HBA1 Ar1-Ar1-HBD1 Ar1-H1-H1 Ar1-H1-HBA1 Ar1 | |
131 <br/> -H1-HBD1 Ar1-HBA1-HBD1 H1-H1-H1 H1-H1-HBA1 H1-H1-HBD1 H1-HBA1-HBA1 H1- | |
132 <br/> HBA1-HBD1 H1-HBA1-NI1 H1-HBD1-NI1 HBA1-HBA1-NI1 HBA1-HBD1-NI1 Ar1-...; | |
133 <br/> 46 106 8 3 83 11 4 1 21 5 3 1 2 2 1 1 1 100 101 18 11 145 132 26 14 23 | |
134 <br/> 28 3 3 5 4 61 45 10 4 16 20 7 5 1 3 4 5 3 1 1 1 1 5 4 2 1 2 2 2 1 1 1 | |
135 <br/> 119 123 24 15 185 202 41 25 22 17 3 5 85 95 18 11 23 17 3 1 1 6 4 ...</div> | |
136 <div class="OptionsBox"> | |
137 $$$$ | |
138 <br/> ... ... | |
139 <br/> ... ...</div> | |
140 <p>Example of <em>FP</em> file containing topological pharmacophore atom triplets fingerprints string data:</p> | |
141 <div class="OptionsBox"> | |
142 # | |
143 <br/> # Package = MayaChemTools 7.4 | |
144 <br/> # Release Date = Oct 21, 2010 | |
145 <br/> # | |
146 <br/> # TimeStamp = Fri Mar 11 15:38:58 2011 | |
147 <br/> # | |
148 <br/> # FingerprintsStringType = FingerprintsVector | |
149 <br/> # | |
150 <br/> # Description = TopologicalPharmacophoreAtomTriplets:ArbitrarySize:M... | |
151 <br/> # VectorStringFormat = IDsAndValuesString | |
152 <br/> # VectorValuesType = NumericalValues | |
153 <br/> # | |
154 <br/> Cmpd1 696;Ar1-Ar1-Ar1 Ar1-Ar1-H1 Ar1-Ar1-HBA1 Ar1-Ar1-HBD1...;;46 106... | |
155 <br/> Cmpd2 251;H1-H1-H1 H1-H1-HBA1 H1-H1-HBD1 H1-H1-NI1...;4 1 3 1 1 2 2... | |
156 <br/> ... ... | |
157 <br/> ... ..</div> | |
158 <p>Example of CSV <em>Text</em> file containing topological pharmacophore atom triplets fingerprints string data:</p> | |
159 <div class="OptionsBox"> | |
160 "CompoundID","TopologicalPharmacophoreAtomTripletsFingerprints" | |
161 <br/> "Cmpd1","FingerprintsVector;TopologicalPharmacophoreAtomTriplets:Arbitr | |
162 <br/> arySize:MinDistance1:MaxDistance10;696;NumericalValues;IDsAndValuesStri | |
163 <br/> ng;Ar1-Ar1-Ar1 Ar1-Ar1-H1 Ar1-Ar1-HBA1 Ar1-Ar1-HBD1 Ar1-H1-H1 Ar1-H1-HB | |
164 <br/> A1 Ar1-H1-HBD1 Ar1-HBA1-HBD1 H1-H1-H1 H1-H1-HBA1 H1-H1-HBD1 H1-HBA1-HBA | |
165 <br/> 1 H1-HBA1-HBD1 H1-HBA1-NI1 H1-HBD1-NI1 HBA1-HBA1-NI1 HBA1-HBD1-NI1 A...; | |
166 <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 | |
167 <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 | |
168 <br/> 119 123 24 15 185 202 41 25 22 17 3 5 85 95 18 11 23 17 3 1 1 6 4 ... | |
169 <br/> ... ... | |
170 <br/> ... ...</div> | |
171 <p>The current release of MayaChemTools generates the following types of topological pharmacophore | |
172 atom triplets fingerprints vector strings:</p> | |
173 <div class="OptionsBox"> | |
174 FingerprintsVector;TopologicalPharmacophoreAtomTriplets:ArbitrarySize: | |
175 <br/> MinDistance1:MaxDistance10;696;NumericalValues;IDsAndValuesString;Ar1- | |
176 <br/> Ar1-Ar1 Ar1-Ar1-H1 Ar1-Ar1-HBA1 Ar1-Ar1-HBD1 Ar1-H1-H1 Ar1-H1-HBA1 Ar1 | |
177 <br/> -H1-HBD1 Ar1-HBA1-HBD1 H1-H1-H1 H1-H1-HBA1 H1-H1-HBD1 H1-HBA1-HBA1 H1- | |
178 <br/> HBA1-HBD1 H1-HBA1-NI1 H1-HBD1-NI1 HBA1-HBA1-NI1 HBA1-HBD1-NI1 Ar1-...; | |
179 <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 | |
180 <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 | |
181 <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> | |
182 <div class="OptionsBox"> | |
183 FingerprintsVector;TopologicalPharmacophoreAtomTriplets:FixedSize:MinD | |
184 <br/> istance1:MaxDistance10;2692;OrderedNumericalValues;ValuesString;46 106 | |
185 <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 | |
186 <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 | |
187 <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 | |
188 <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> | |
189 <div class="OptionsBox"> | |
190 FingerprintsVector;TopologicalPharmacophoreAtomTriplets:FixedSize:MinD | |
191 <br/> istance1:MaxDistance10;2692;OrderedNumericalValues;IDsAndValuesString; | |
192 <br/> Ar1-Ar1-Ar1 Ar1-Ar1-H1 Ar1-Ar1-HBA1 Ar1-Ar1-HBD1 Ar1-Ar1-NI1 Ar1-Ar1-P | |
193 <br/> I1 Ar1-H1-H1 Ar1-H1-HBA1 Ar1-H1-HBD1 Ar1-H1-NI1 Ar1-H1-PI1 Ar1-HBA1-HB | |
194 <br/> A1 Ar1-HBA1-HBD1 Ar1-HBA1-NI1 Ar1-HBA1-PI1 Ar1-HBD1-HBD1 Ar1-HBD1-...; | |
195 <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 | |
196 <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 | |
197 <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> | |
198 <p> | |
199 </p> | |
200 <h2>OPTIONS</h2> | |
201 <dl> | |
202 <dt><strong><strong>--AromaticityModel</strong> <em>MDLAromaticityModel | TriposAromaticityModel | MMFFAromaticityModel | ChemAxonBasicAromaticityModel | ChemAxonGeneralAromaticityModel | DaylightAromaticityModel | MayaChemToolsAromaticityModel</em></strong></dt> | |
203 <dd> | |
204 <p>Specify aromaticity model to use during detection of aromaticity. Possible values in the current | |
205 release are: <em>MDLAromaticityModel, TriposAromaticityModel, MMFFAromaticityModel, | |
206 ChemAxonBasicAromaticityModel, ChemAxonGeneralAromaticityModel, DaylightAromaticityModel | |
207 or MayaChemToolsAromaticityModel</em>. Default value: <em>MayaChemToolsAromaticityModel</em>.</p> | |
208 <p>The supported aromaticity model names along with model specific control parameters | |
209 are defined in <strong>AromaticityModelsData.csv</strong>, which is distributed with the current release | |
210 and is available under <strong>lib/data</strong> directory. <strong>Molecule.pm</strong> module retrieves data from | |
211 this file during class instantiation and makes it available to method <strong>DetectAromaticity</strong> | |
212 for detecting aromaticity corresponding to a specific model.</p> | |
213 </dd> | |
214 <dt><strong><strong>--AtomTripletsSetSizeToUse</strong> <em>ArbitrarySize | FixedSize</em></strong></dt> | |
215 <dd> | |
216 <p>Atom triplets set size to use during generation of topological pharmacophore atom triplets | |
217 fingerprints.</p> | |
218 <p>Possible values: <em>ArbitrarySize | FixedSize</em>; Default value: <em>ArbitrarySize</em>.</p> | |
219 <p>For <em>ArbitrarySize</em> value of <strong>--AtomTripletsSetSizeToUse</strong> option, the fingerprint vector | |
220 correspond to only those topological pharmacophore atom triplets which are present and | |
221 have non-zero count. However, for <em>FixedSize</em> value of <strong>--AtomTripletsSetSizeToUse</strong> | |
222 option, the fingerprint vector contains all possible valid topological pharmacophore atom | |
223 triplets with both zero and non-zero count values.</p> | |
224 </dd> | |
225 <dt><strong><strong>-a, --AtomTypesToUse</strong> <em>"AtomType1,AtomType2,..."</em></strong></dt> | |
226 <dd> | |
227 <p>Pharmacophore atom types to use during generation of topological phramacophore | |
228 atom triplets. It's a list of comma separated valid pharmacophore atom types.</p> | |
229 <p>Possible values for pharmacophore atom types are: <em>Ar, CA, H, HBA, HBD, Hal, NI, PI, RA</em>. | |
230 Default value [ Ref 71 ] : <em>HBD,HBA,PI,NI,H,Ar</em>.</p> | |
231 <p>The pharmacophore atom types abbreviations correspond to:</p> | |
232 <div class="OptionsBox"> | |
233 HBD: HydrogenBondDonor | |
234 <br/> HBA: HydrogenBondAcceptor | |
235 <br/> PI : PositivelyIonizable | |
236 <br/> NI : NegativelyIonizable | |
237 <br/> Ar : Aromatic | |
238 <br/> Hal : Halogen | |
239 <br/> H : Hydrophobic | |
240 <br/> RA : RingAtom | |
241 <br/> CA : ChainAtom</div> | |
242 <p><em>AtomTypes::FunctionalClassAtomTypes</em> module is used to assign pharmacophore atom | |
243 types. It uses following definitions [ Ref 60-61, Ref 65-66 ]:</p> | |
244 <div class="OptionsBox"> | |
245 HydrogenBondDonor: NH, NH2, OH | |
246 <br/> HydrogenBondAcceptor: N[!H], O | |
247 <br/> PositivelyIonizable: +, NH2 | |
248 <br/> NegativelyIonizable: -, C(=O)OH, S(=O)OH, P(=O)OH</div> | |
249 </dd> | |
250 <dt><strong><strong>--CompoundID</strong> <em>DataFieldName or LabelPrefixString</em></strong></dt> | |
251 <dd> | |
252 <p>This value is <strong>--CompoundIDMode</strong> specific and indicates how compound ID is generated.</p> | |
253 <p>For <em>DataField</em> value of <strong>--CompoundIDMode</strong> option, it corresponds to datafield label name | |
254 whose value is used as compound ID; otherwise, it's a prefix string used for generating compound | |
255 IDs like LabelPrefixString<Number>. Default value, <em>Cmpd</em>, generates compound IDs which | |
256 look like Cmpd<Number>.</p> | |
257 <p>Examples for <em>DataField</em> value of <strong>--CompoundIDMode</strong>:</p> | |
258 <div class="OptionsBox"> | |
259 MolID | |
260 <br/> ExtReg</div> | |
261 <p>Examples for <em>LabelPrefix</em> or <em>MolNameOrLabelPrefix</em> value of <strong>--CompoundIDMode</strong>:</p> | |
262 <div class="OptionsBox"> | |
263 Compound</div> | |
264 <p>The value specified above generates compound IDs which correspond to Compound<Number> | |
265 instead of default value of Cmpd<Number>.</p> | |
266 </dd> | |
267 <dt><strong><strong>--CompoundIDLabel</strong> <em>text</em></strong></dt> | |
268 <dd> | |
269 <p>Specify compound ID column label for CSV/TSV text file(s) used during <em>CompoundID</em> value | |
270 of <strong>--DataFieldsMode</strong> option. Default value: <em>CompoundID</em>.</p> | |
271 </dd> | |
272 <dt><strong><strong>--CompoundIDMode</strong> <em>DataField | MolName | LabelPrefix | MolNameOrLabelPrefix</em></strong></dt> | |
273 <dd> | |
274 <p>Specify how to generate compound IDs and write to FP or CSV/TSV text file(s) along with generated | |
275 fingerprints for <em>FP | text | all</em> values of <strong>--output</strong> option: use a <em>SDFile(s)</em> datafield value; | |
276 use molname line from <em>SDFile(s)</em>; generate a sequential ID with specific prefix; use combination | |
277 of both MolName and LabelPrefix with usage of LabelPrefix values for empty molname lines.</p> | |
278 <p>Possible values: <em>DataField | MolName | LabelPrefix | MolNameOrLabelPrefix</em>. | |
279 Default value: <em>LabelPrefix</em>.</p> | |
280 <p>For <em>MolNameAndLabelPrefix</em> value of <strong>--CompoundIDMode</strong>, molname line in <em>SDFile(s)</em> takes | |
281 precedence over sequential compound IDs generated using <em>LabelPrefix</em> and only empty molname | |
282 values are replaced with sequential compound IDs.</p> | |
283 <p>This is only used for <em>CompoundID</em> value of <strong>--DataFieldsMode</strong> option.</p> | |
284 </dd> | |
285 <dt><strong><strong>--DataFields</strong> <em>"FieldLabel1,FieldLabel2,..."</em></strong></dt> | |
286 <dd> | |
287 <p>Comma delimited list of <em>SDFiles(s)</em> data fields to extract and write to CSV/TSV text file(s) along | |
288 with generated fingerprints for <em>text | all</em> values of <strong>--output</strong> option.</p> | |
289 <p>This is only used for <em>Specify</em> value of <strong>--DataFieldsMode</strong> option.</p> | |
290 <p>Examples:</p> | |
291 <div class="OptionsBox"> | |
292 Extreg | |
293 <br/> MolID,CompoundName</div> | |
294 </dd> | |
295 <dt><strong><strong>-d, --DataFieldsMode</strong> <em>All | Common | Specify | CompoundID</em></strong></dt> | |
296 <dd> | |
297 <p>Specify how data fields in <em>SDFile(s)</em> are transferred to output CSV/TSV text file(s) along | |
298 with generated fingerprints for <em>text | all</em> values of <strong>--output</strong> option: transfer all SD | |
299 data field; transfer SD data files common to all compounds; extract specified data fields; | |
300 generate a compound ID using molname line, a compound prefix, or a combination of both. | |
301 Possible values: <em>All | Common | specify | CompoundID</em>. Default value: <em>CompoundID</em>.</p> | |
302 </dd> | |
303 <dt><strong><strong>--DistanceBinSize</strong> <em>number</em></strong></dt> | |
304 <dd> | |
305 <p>Distance bin size used to bin distances between atom pairs in atom triplets. Default value: <em>2</em>. | |
306 Valid values: positive integers.</p> | |
307 <p>For default <strong>--MinDistance</strong> and <strong>--MaxDistance</strong> values of 1 and 10 with <strong>--DistanceBinSize</strong> | |
308 of 2 [ Ref 70 ], the following 5 distance bins are generated:</p> | |
309 <div class="OptionsBox"> | |
310 [1, 2] [3, 4] [5, 6] [7, 8] [9 10]</div> | |
311 <p>The lower distance bound on the distance bin is uses to bin the distance between atom pairs in | |
312 atom triplets. So in the previous example, atom pairs with distances 1 and 2 fall in first distance | |
313 bin, atom pairs with distances 3 and 4 fall in second distance bin and so on.</p> | |
314 <p>In order to distribute distance bins of equal size, the last bin is allowed to go past <strong>--MaxDistance</strong> | |
315 by up to distance bin size. For example, <strong>--MinDistance</strong> and <strong>--MaxDistance</strong> values of 2 and 10 | |
316 with <strong>--DistanceBinSize</strong> of 2 generates the following 6 distance bins:</p> | |
317 <div class="OptionsBox"> | |
318 [2, 3] [4, 5] [6, 7] [8, 9] [10 11]</div> | |
319 </dd> | |
320 <dt><strong><strong>-f, --Filter</strong> <em>Yes | No</em></strong></dt> | |
321 <dd> | |
322 <p>Specify whether to check and filter compound data in SDFile(s). Possible values: <em>Yes or No</em>. | |
323 Default value: <em>Yes</em>.</p> | |
324 <p>By default, compound data is checked before calculating fingerprints and compounds containing | |
325 atom data corresponding to non-element symbols or no atom data are ignored.</p> | |
326 </dd> | |
327 <dt><strong><strong>--FingerprintsLabelMode</strong> <em>FingerprintsLabelOnly | FingerprintsLabelWithIDs</em></strong></dt> | |
328 <dd> | |
329 <p>Specify how fingerprints label is generated in conjunction with <strong>--FingerprintsLabel</strong> option value: | |
330 use fingerprints label generated only by <strong>--FingerprintsLabel</strong> option value or append topological | |
331 atom pair count value IDs to <strong>--FingerprintsLabel</strong> option value.</p> | |
332 <p>Possible values: <em>FingerprintsLabelOnly | FingerprintsLabelWithIDs</em>. Default value: | |
333 <em>FingerprintsLabelOnly</em>.</p> | |
334 <p>Topological atom pairs IDs appended to <strong>--FingerprintsLabel</strong> value during <em>FingerprintsLabelWithIDs</em> | |
335 values of <strong>--FingerprintsLabelMode</strong> correspond to atom pair count values in fingerprint vector string.</p> | |
336 <p><em>FingerprintsLabelWithIDs</em> value of <strong>--FingerprintsLabelMode</strong> is ignored during <em>ArbitrarySize</em> value | |
337 of <strong>--AtomTripletsSetSizeToUse</strong> option and topological atom triplets IDs not appended to the label.</p> | |
338 </dd> | |
339 <dt><strong><strong>--FingerprintsLabel</strong> <em>text</em></strong></dt> | |
340 <dd> | |
341 <p>SD data label or text file column label to use for fingerprints string in output SD or | |
342 CSV/TSV text file(s) specified by <strong>--output</strong>. Default value: <em>TopologicalPharmacophoreAtomTripletsFingerprints</em>.</p> | |
343 </dd> | |
344 <dt><strong><strong>-h, --help</strong></strong></dt> | |
345 <dd> | |
346 <p>Print this help message.</p> | |
347 </dd> | |
348 <dt><strong><strong>-k, --KeepLargestComponent</strong> <em>Yes | No</em></strong></dt> | |
349 <dd> | |
350 <p>Generate fingerprints for only the largest component in molecule. Possible values: | |
351 <em>Yes or No</em>. Default value: <em>Yes</em>.</p> | |
352 <p>For molecules containing multiple connected components, fingerprints can be generated | |
353 in two different ways: use all connected components or just the largest connected | |
354 component. By default, all atoms except for the largest connected component are | |
355 deleted before generation of fingerprints.</p> | |
356 </dd> | |
357 <dt><strong><strong>--MinDistance</strong> <em>number</em></strong></dt> | |
358 <dd> | |
359 <p>Minimum bond distance between atom pairs corresponding to atom triplets for generating | |
360 topological pharmacophore atom triplets. Default value: <em>1</em>. Valid values: positive integers and | |
361 less than <strong>--MaxDistance</strong>.</p> | |
362 </dd> | |
363 <dt><strong><strong>--MaxDistance</strong> <em>number</em></strong></dt> | |
364 <dd> | |
365 <p>Maximum bond distance between atom pairs corresponding to atom triplets for generating | |
366 topological pharmacophore atom triplets. Default value: <em>10</em>. Valid values: positive integers and | |
367 greater than <strong>--MinDistance</strong>.</p> | |
368 </dd> | |
369 <dt><strong><strong>--OutDelim</strong> <em>comma | tab | semicolon</em></strong></dt> | |
370 <dd> | |
371 <p>Delimiter for output CSV/TSV text file(s). Possible values: <em>comma, tab, or semicolon</em> | |
372 Default value: <em>comma</em>.</p> | |
373 </dd> | |
374 <dt><strong><strong>--output</strong> <em>SD | FP | text | all</em></strong></dt> | |
375 <dd> | |
376 <p>Type of output files to generate. Possible values: <em>SD, FP, text, or all</em>. Default value: <em>text</em>.</p> | |
377 </dd> | |
378 <dt><strong><strong>-o, --overwrite</strong></strong></dt> | |
379 <dd> | |
380 <p>Overwrite existing files.</p> | |
381 </dd> | |
382 <dt><strong><strong>-q, --quote</strong> <em>Yes | No</em></strong></dt> | |
383 <dd> | |
384 <p>Put quote around column values in output CSV/TSV text file(s). Possible values: | |
385 <em>Yes or No</em>. Default value: <em>Yes</em>.</p> | |
386 </dd> | |
387 <dt><strong><strong>-r, --root</strong> <em>RootName</em></strong></dt> | |
388 <dd> | |
389 <p>New file name is generated using the root: <Root>.<Ext>. Default for new file names: | |
390 <SDFileName><TopologicalPharmacophoreAtomTripletsFP>.<Ext>. The file type determines <Ext> value. | |
391 The sdf, fpf, csv, and tsv <Ext> values are used for SD, FP, comma/semicolon, and tab | |
392 delimited text files, respectively.This option is ignored for multiple input files.</p> | |
393 </dd> | |
394 <dt><strong><strong>-u, --UseTriangleInequality</strong> <em>Yes | No</em></strong></dt> | |
395 <dd> | |
396 <p>Specify whether to imply triangle distance inequality test to distances between atom pairs in | |
397 atom triplets during generation of atom triplets basis set generation. Possible values: | |
398 <em>Yes or No</em>. Default value: <em>Yes</em>.</p> | |
399 <p>Triangle distance inequality test implies that distance or binned distance between any two atom | |
400 pairs in an atom triplet must be less than the sum of distances or binned distances between other | |
401 two atoms pairs and greater than the difference of their distances.</p> | |
402 <div class="OptionsBox"> | |
403 For atom triplet PxDyz-PyDxz-PzDxy to satisfy triangle inequality:</div> | |
404 <div class="OptionsBox"> | |
405 Dyz > |Dxz - Dxy| and Dyz < Dxz + Dxy | |
406 <br/> Dxz > |Dyz - Dxy| and Dyz < Dyz + Dxy | |
407 <br/> Dxy > |Dyz - Dxz| and Dxy < Dyz + Dxz</div> | |
408 </dd> | |
409 <dt><strong><strong>-v, --VectorStringFormat</strong> <em>ValuesString, IDsAndValuesString | IDsAndValuesPairsString | ValuesAndIDsString | ValuesAndIDsPairsString</em></strong></dt> | |
410 <dd> | |
411 <p>Format of fingerprints vector string data in output SD, FP or CSV/TSV text file(s) specified by | |
412 <strong>--output</strong> option. Possible values: <em>ValuesString, IDsAndValuesString | IDsAndValuesPairsString | | |
413 ValuesAndIDsString | ValuesAndIDsPairsString</em>. Defaultvalue: <em>ValuesString</em>.</p> | |
414 <p>Default value during <em>FixedSize</em> value of <strong>--AtomTripletsSetSizeToUse</strong> option: <em>ValuesString</em>. Default | |
415 value during <em>ArbitrarySize</em> value of <strong>--AtomTripletsSetSizeToUse</strong> option: <em>IDsAndValuesString</em>.</p> | |
416 <p><em>ValuesString</em> option value is not allowed for <em>ArbitrarySize</em> value of <strong>--AtomTripletsSetSizeToUse</strong> | |
417 option.</p> | |
418 <p>Examples:</p> | |
419 <div class="OptionsBox"> | |
420 FingerprintsVector;TopologicalPharmacophoreAtomTriplets:ArbitrarySize: | |
421 <br/> MinDistance1:MaxDistance10;696;NumericalValues;IDsAndValuesString;Ar1- | |
422 <br/> Ar1-Ar1 Ar1-Ar1-H1 Ar1-Ar1-HBA1 Ar1-Ar1-HBD1 Ar1-H1-H1 Ar1-H1-HBA1 Ar1 | |
423 <br/> -H1-HBD1 Ar1-HBA1-HBD1 H1-H1-H1 H1-H1-HBA1 H1-H1-HBD1 H1-HBA1-HBA1 H1- | |
424 <br/> HBA1-HBD1 H1-HBA1-NI1 H1-HBD1-NI1 HBA1-HBA1-NI1 HBA1-HBD1-NI1 Ar1-...; | |
425 <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 | |
426 <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 | |
427 <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> | |
428 <div class="OptionsBox"> | |
429 FingerprintsVector;TopologicalPharmacophoreAtomTriplets:FixedSize:MinD | |
430 <br/> istance1:MaxDistance10;2692;OrderedNumericalValues;ValuesString;46 106 | |
431 <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 | |
432 <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 | |
433 <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 | |
434 <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> | |
435 <div class="OptionsBox"> | |
436 FingerprintsVector;TopologicalPharmacophoreAtomTriplets:FixedSize:MinD | |
437 <br/> istance1:MaxDistance10;2692;OrderedNumericalValues;ValuesAndIDsPairsSt | |
438 <br/> ring;46 Ar1-Ar1-Ar1 106 Ar1-Ar1-H1 8 Ar1-Ar1-HBA1 3 Ar1-Ar1-HBD1 0 Ar1 | |
439 <br/> -Ar1-NI1 0 Ar1-Ar1-PI1 83 Ar1-H1-H1 11 Ar1-H1-HBA1 4 Ar1-H1-HBD1 0 Ar1 | |
440 <br/> -H1-NI1 0 Ar1-H1-PI1 0 Ar1-HBA1-HBA1 1 Ar1-HBA1-HBD1 0 Ar1-HBA1-NI1 0 | |
441 <br/> Ar1-HBA1-PI1 0 Ar1-HBD1-HBD1 0 Ar1-HBD1-NI1 0 Ar1-HBD1-PI1 0 Ar1-NI...</div> | |
442 </dd> | |
443 <dt><strong><strong>-w, --WorkingDir</strong> <em>DirName</em></strong></dt> | |
444 <dd> | |
445 <p>Location of working directory. Default value: current directory.</p> | |
446 </dd> | |
447 </dl> | |
448 <p> | |
449 </p> | |
450 <h2>EXAMPLES</h2> | |
451 <p>To generate topological pharmacophore atom triplets fingerprints of arbitrary size corresponding to 5 | |
452 distance bins spanning distances from 1 through 10 using default atoms with distances satisfying triangle | |
453 inequality and create a SampleTPATFP.csv file containing sequential compound IDs along | |
454 with fingerprints vector strings data in ValuesString format, type:</p> | |
455 <div class="ExampleBox"> | |
456 % TopologicalPharmacophoreAtomTripletsFingerprints.pl -r SampleTPATFP | |
457 -o Sample.sdf</div> | |
458 <p>To generate topological pharmacophore atom triplets fingerprints of fixed size corresponding to 5 | |
459 distance bins spanning distances from 1 through 10 using default atoms with distances satisfying triangle | |
460 inequality and create a SampleTPATFP.csv file containing sequential compound IDs along | |
461 with fingerprints vector strings data in ValuesString format, type:</p> | |
462 <div class="ExampleBox"> | |
463 % TopologicalPharmacophoreAtomTripletsFingerprints.pl | |
464 --AtomTripletsSetSizeToUse FixedSize -r SampleTPATFP -o Sample.sdf</div> | |
465 <p>To generate topological pharmacophore atom triplets fingerprints of arbitrary size corresponding to 5 | |
466 distance bins spanning distances from 1 through 10 using default atoms with distances satisfying triangle | |
467 inequality and create SampleTPATFP.sdf, SampleTPATFP.fpf and SampleTPATFP.csv files with CSV file containing | |
468 sequential compound IDs along with fingerprints vector strings data in ValuesString format, type:</p> | |
469 <div class="ExampleBox"> | |
470 % TopologicalPharmacophoreAtomTripletsFingerprints.pl --output all | |
471 -r SampleTPATFP -o Sample.sdf</div> | |
472 <p>To generate topological pharmacophore atom triplets fingerprints of arbitrary size corresponding to 5 | |
473 distance bins spanning distances from 1 through 10 using default atoms with distances satisfying triangle | |
474 inequality and create a SampleTPATFP.csv file containing sequential compound IDs along | |
475 with fingerprints vector strings data in ValuesString format and atom triplets IDs in the | |
476 fingerprint data column label starting with Fingerprints, type:</p> | |
477 <div class="ExampleBox"> | |
478 % TopologicalPharmacophoreAtomTripletsFingerprints.pl | |
479 --FingerprintsLabelMode FingerprintsLabelWithIDs --FingerprintsLabel | |
480 Fingerprints -r SampleTPATFP -o Sample.sdf</div> | |
481 <p>To generate topological pharmacophore atom triplets fingerprints of arbitrary size corresponding to 5 | |
482 distance bins spanning distances from 1 through 10 using default atoms with distances not satisfying triangle | |
483 inequality and create a SampleTPATFP.csv file containing sequential compound IDs along | |
484 with fingerprints vector strings data in ValuesString format, type:</p> | |
485 <div class="ExampleBox"> | |
486 % TopologicalPharmacophoreAtomTripletsFingerprints.pl | |
487 --UseTriangleInequality No -r SampleTPATFP -o Sample.sdf</div> | |
488 <p>To generate topological pharmacophore atom triplets fingerprints of arbitrary size corresponding to 6 | |
489 distance bins spanning distances from 1 through 12 using default atoms with distances satisfying triangle | |
490 inequality and create a SampleTPATFP.csv file containing sequential compound IDs along | |
491 with fingerprints vector strings data in ValuesString format, type:</p> | |
492 <div class="ExampleBox"> | |
493 % TopologicalPharmacophoreAtomTripletsFingerprints.pl | |
494 --UseTriangleInequality Yes --MinDistance 1 --MaxDistance 12 | |
495 --DistanceBinSIze 2 -r SampleTPATFP -o Sample.sdf</div> | |
496 <p>To generate topological pharmacophore atom triplets fingerprints of arbitrary size corresponding to 6 | |
497 distance bins spanning distances from 1 through 12 using "HBD,HBA,PI, NI, H, Ar" atoms with distances | |
498 satisfying triangle inequality and create a SampleTPATFP.csv file containing sequential compound | |
499 IDs along with fingerprints vector strings data in ValuesString format, type:</p> | |
500 <div class="ExampleBox"> | |
501 % TopologicalPharmacophoreAtomTripletsFingerprints.pl | |
502 --AtomTypesToUse "HBD,HBA,PI,NI,H,Ar" --UseTriangleInequality Yes | |
503 --MinDistance 1 --MaxDistance 12 --DistanceBinSIze 2 | |
504 --VectorStringFormat ValuesString -r SampleTPATFP -o Sample.sdf</div> | |
505 <p>To generate topological pharmacophore atom triplets fingerprints of arbitrary size corresponding to 5 | |
506 distance bins spanning distances from 1 through 10 using default atoms with distances satisfying triangle | |
507 inequality and create a SampleTPATFP.csv file containing sequential compound IDs from | |
508 molecule name line along with fingerprints vector strings data in ValuesString format, type:</p> | |
509 <div class="ExampleBox"> | |
510 % TopologicalPharmacophoreAtomTripletsFingerprints.pl --DataFieldsMode | |
511 CompoundID -CompoundIDMode MolName -r SampleTPATFP -o Sample.sdf</div> | |
512 <p>To generate topological pharmacophore atom triplets fingerprints of arbitrary size corresponding to 5 | |
513 distance bins spanning distances from 1 through 10 using default atoms with distances satisfying triangle | |
514 inequality and create a SampleTPATFP.csv file containing sequential compound IDs using | |
515 specified data field along with fingerprints vector strings data in ValuesString format, type:</p> | |
516 <div class="ExampleBox"> | |
517 % TopologicalPharmacophoreAtomTripletsFingerprints.pl --DataFieldsMode | |
518 CompoundID -CompoundIDMode DataField --CompoundID Mol_ID | |
519 -r SampleTPATFP -o Sample.sdf</div> | |
520 <p>To generate topological pharmacophore atom triplets fingerprints of arbitrary size corresponding to 5 | |
521 distance bins spanning distances from 1 through 10 using default atoms with distances satisfying triangle | |
522 inequality and create a SampleTPATFP.csv file containing sequential compound IDs using | |
523 combination of molecule name line and an explicit compound prefix along with fingerprints vector | |
524 strings data, type:</p> | |
525 <div class="ExampleBox"> | |
526 % TopologicalPharmacophoreAtomTripletsFingerprints.pl --DataFieldsMode | |
527 CompoundID -CompoundIDMode MolnameOrLabelPrefix | |
528 --CompoundID Cmpd --CompoundIDLabel MolID -r SampleSampleTPATFP | |
529 -o Sample.sdf</div> | |
530 <p>To generate topological pharmacophore atom triplets fingerprints of arbitrary size corresponding to 5 | |
531 distance bins spanning distances from 1 through 10 using default atoms with distances satisfying triangle | |
532 inequality and create a SampleTPATFP.csv file containing specific data fields columns along | |
533 with fingerprints vector strings data, type:</p> | |
534 <div class="ExampleBox"> | |
535 % TopologicalPharmacophoreAtomTripletsFingerprints.pl --DataFieldsMode | |
536 Specify --DataFields Mol_ID -r SampleTPATFP -o Sample.sdf</div> | |
537 <p>To generate topological pharmacophore atom triplets fingerprints of arbitrary size corresponding to 5 | |
538 distance bins spanning distances from 1 through 10 using default atoms with distances satisfying triangle | |
539 inequality and create a SampleTPATFP.csv file containing common data fields columns along | |
540 with fingerprints vector strings data, type:</p> | |
541 <div class="ExampleBox"> | |
542 % TopologicalPharmacophoreAtomTripletsFingerprints.pl --DataFieldsMode | |
543 Common -r SampleTPATFP -o Sample.sdf</div> | |
544 <p>To generate topological pharmacophore atom triplets fingerprints of arbitrary size corresponding to 5 | |
545 distance bins spanning distances from 1 through 10 using default atoms with distances satisfying triangle | |
546 inequality and create SampleTPATFP.sdf, SampleTPATFP.fpf and SampleTPATFP.csv files containing all | |
547 data fields columns in CSV file along with fingerprints data, type:</p> | |
548 <div class="ExampleBox"> | |
549 % TopologicalPharmacophoreAtomTripletsFingerprints.pl --DataFieldsMode | |
550 All --output all -r SampleTPATFP -o Sample.sdf</div> | |
551 <p> | |
552 </p> | |
553 <h2>AUTHOR</h2> | |
554 <p><a href="mailto:msud@san.rr.com">Manish Sud</a></p> | |
555 <p> | |
556 </p> | |
557 <h2>SEE ALSO</h2> | |
558 <p><a href="./InfoFingerprintsFiles.html">InfoFingerprintsFiles.pl</a>, <a href="./SimilarityMatricesFingerprints.html">SimilarityMatricesFingerprints.pl</a>, <a href="./AtomNeighborhoodsFingerprints.html">AtomNeighborhoodsFingerprints.pl</a>,  | |
559 <a href="./ExtendedConnectivityFingerprints.html">ExtendedConnectivityFingerprints.pl</a>, <a href="./MACCSKeysFingerprints.html">MACCSKeysFingerprints.pl</a>, <a href="./PathLengthFingerprints.html">PathLengthFingerprints.pl</a>,  | |
560 <a href="./TopologicalAtomPairsFingerprints.html">TopologicalAtomPairsFingerprints.pl</a>, <a href="./TopologicalAtomTorsionsFingerprints.html">TopologicalAtomTorsionsFingerprints.pl</a>,  | |
561 <a href="./TopologicalPharmacophoreAtomPairsFingerprints.html">TopologicalPharmacophoreAtomPairsFingerprints.pl</a> | |
562 </p> | |
563 <p> | |
564 </p> | |
565 <h2>COPYRIGHT</h2> | |
566 <p>Copyright (C) 2015 Manish Sud. All rights reserved.</p> | |
567 <p>This file is part of MayaChemTools.</p> | |
568 <p>MayaChemTools is free software; you can redistribute it and/or modify it under | |
569 the terms of the GNU Lesser General Public License as published by the Free | |
570 Software Foundation; either version 3 of the License, or (at your option) | |
571 any later version.</p> | |
572 <p> </p><p> </p><div class="DocNav"> | |
573 <table width="100%" border=0 cellpadding=0 cellspacing=2> | |
574 <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="./EndPage.html" title="EndPage.html">Next</a></td><td width="34%" align="middle"><strong>March 29, 2015</strong></td><td width="33%" align="right"><strong>TopologicalPharmacophoreAtomTripletsFingerprints.pl</strong></td></tr> | |
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