Region-specific atrophy in dendrites (Narayanan, Narayan, Chattarji, 2005)

 Download zip file 
Help downloading and running models
Accession:147756
...in this study, we develop an algorithm that uses statistics from precise morphometric analyses to systematically remodel neuronal reconstructions. We use the distribution function of the ratio of two normal distributed random variables to specify the probabilities of remodeling along various regions of the dendritic arborization. We then use these probabilities to drive an iterative algorithm for manipulating the dendritic tree in a region-specific manner. As a test, we apply this framework to a well characterized example of dendritic remodeling: stress-induced dendritic atrophy in hippocampal CA3 pyramidal cells. We show that our pruning algorithm is capable of eliciting atrophy that matches biological data from rodent models of chronic stress. <br>
Reference:
1 . Narayanan R, Narayan A, Chattarji S (2005) A probabilistic framework for region-specific remodeling of dendrites in three-dimensional neuronal reconstructions. Neural Comput 17:75-96 [PubMed]
Citations  Citation Browser
Model Information (Click on a link to find other models with that property)
Model Type: Neuron or other electrically excitable cell; Dendrite;
Brain Region(s)/Organism: Hippocampus;
Cell Type(s): Hippocampus CA3 pyramidal GLU cell;
Channel(s):
Gap Junctions:
Receptor(s):
Gene(s):
Transmitter(s):
Simulation Environment: C or C++ program;
Model Concept(s): Influence of Dendritic Geometry;
Implementer(s): Narayanan, Rishikesh [rishi at iisc.ac.in];
Search NeuronDB for information about:  Hippocampus CA3 pyramidal GLU cell; 
1 1 -0.638 -1.303 1 6.6 -1
2 3 2.934 -4.166 -2.64 1.51 1
3 3 -0.151 -10.083 -4.628 1.51 2
4 3 -3.857 -13.367 -12 1.51 3
5 3 -4.269 -16.199 -12 1.51 4
6 3 -4.482 -16.199 -12 1.51 5
7 3 -5.972 -19.897 -29.75 1.35 6
8 3 -6.81 -23.381 -32.5 1.35 7
9 3 -6.61 -23.381 -32.5 1.35 8
10 3 -7.448 -28.821 -32.5 1.35 9
11 3 -7.022 -29.473 -26.5 1.35 10
12 3 -9.563 -32.08 -33.25 1.04 11
13 3 -6.61 -37.732 -33.25 1.04 12
14 3 -6.61 -37.519 -33.25 1.04 13
15 3 -13.593 -45.353 -38.25 1.04 14
16 3 -15.92 -47.095 -38 1.04 15
17 3 -19.524 -45.792 -38 0.88 16
18 3 -21.001 -46.656 -43.25 0.88 17
19 3 -21.639 -48.612 -26.5 0.72 18
20 3 -21.852 -49.263 -26.5 0.72 19
21 3 -21.852 -49.263 -26.475 0.4 20
22 3 -22.903 -46.218 -36.75 0.4 21
23 3 -27.358 -49.915 -36.25 0.4 22
24 3 -27.145 -49.915 -36.25 0.4 23
25 3 -30.9436 -51.776 -31.9947 0.4 24
26 3 -25.443 -50.141 -26.5 0.56 20
27 3 -27.358 -52.096 -26.5 0.56 26
28 3 -30.577 -56.073 -29.25 0.56 27
29 3 -33.755 -56.725 -29.25 0.56 28
30 3 -34.181 -59.331 -22 0.4 29
31 3 -34.394 -59.77 -22 0.4 30
32 3 -34.394 -59.77 -21.975 0.4 31
33 3 -30.151 -66.939 -9 0.4 32
34 3 -32.731 -72.246 -10.5 0.24 33
35 3 -31.029 -77.034 -17.5 0.24 34
36 3 -31.3384 -77.9296 -14.6536 0.24 35
37 3 -39.887 -63.029 -26 0.4 31
38 3 -46.457 -70.424 -26 0.4 37
39 3 -48.359 -72.166 -26 0.4 38
40 3 -52.602 -70.65 -26.5 0.4 39
41 3 -56.831 -72.818 -20.5 0.4 40
42 3 -63.188 -79.787 -17.25 0.4 41
43 3 -65.941 -81.516 -17.5 0.4 42
44 3 -70.596 -84.788 -17.5 0.4 43
45 3 -76.741 -88.046 -12 0.4 44
46 3 -83.298 -94.789 -12.5 0.4 45
47 3 -86.689 -105.456 -4.75 0.4 46
48 3 -85.2 -112.624 -4.75 0.4 47
49 3 -86.689 -118.716 -4.75 0.4 48
50 3 -86.264 -123.943 -5.75 0.4 49
51 3 -86.477 -131.125 -5.75 0.4 50
52 3 -86.477 -130.899 -5.75 0.4 51
53 3 -86.689 -140.914 -5.75 0.4 52
54 3 -87.328 -145.05 -5.75 0.4 53
55 3 -87.753 -153.535 -5.5 0.4 54
56 3 -87.753 -153.309 -5.5 0.4 55
57 3 -91.344 -158.536 1.5 0.4 56
58 3 -91.557 -165.279 1.5 0.4 57
59 3 -91.9676 -167.236 1.46787 0.4 58
60 3 -21.001 -46.656 -43.225 0.24 18
61 3 -24.392 -51.444 -13.75 0.24 60
62 3 -25.243 -52.535 -13.75 0.24 61
63 3 -25.243 -52.309 -13.75 0.24 62
64 3 -26.081 -59.278 -9.75 0.24 63
65 3 -26.507 -61.885 -9.75 0.24 64
66 3 -24.605 -66.234 -1.25 0.24 65
67 3 -27.358 -72.113 -1.25 0.24 66
68 3 -27.571 -72.113 -1.25 0.24 67
69 3 -25.443 -76.901 -1.25 0.24 68
70 3 -25.243 -76.901 -1.25 0.24 69
71 3 -26.081 -81.25 -1.25 0.24 70
72 3 -26.081 -81.463 -1.25 0.24 71
73 3 -23.967 -87.554 0.75 0.24 72
74 3 -23.967 -87.78 0.75 0.24 73
75 3 -23.541 -91.477 0.75 0.24 74
76 3 -25.243 -99.524 0.7 0.24 75
77 3 -24.818 -106.267 0.7 0.24 76
78 3 -25.031 -106.267 0.7 0.24 77
79 3 -24.818 -106.706 1.45 0.24 78
80 3 -22.278 -118.237 1.2 0.24 79
81 3 -17.396 -127.374 1.2 0.24 80
82 3 -13.593 -138.679 1.2 0.24 81
83 3 -10.84 -146.513 -4.05 0.24 82
84 3 -7.661 -154.134 -3.55 0.24 83
85 3 -7.661 -161.529 -3.55 0.24 84
86 3 -6.57579 -165.379 -3.55 0.24 85
87 3 -7.022 -29.473 -26.475 0.88 11
88 3 -2.155 -34.686 -31 0.88 87
89 3 8.432 -35.351 -60.75 0.72 88
90 3 6.53 -33.17 -60.75 0.72 89
91 3 2.288 -33.822 -60.75 0.72 90
92 3 2.926 -37.958 -60.75 0.72 91
93 3 11.398 -40.565 -60.75 0.72 92
94 3 10.973 -42.52 -60.75 0.56 93
95 3 7.368 -42.095 -60.75 0.56 94
96 3 7.155 -42.095 -60.75 0.56 95
97 3 14.364 -55.794 -74.75 0.56 96
98 3 14.364 -55.581 -74.75 0.56 97
99 3 14.577 -55.581 -67.5 0.56 98
100 3 14.603 -57.177 -67.5 0.72 99
101 3 15.588 -59.637 -67.5 0.72 100
102 3 15.561 -63.428 -76.75 0.72 101
103 3 15.308 -63.268 -76.75 0.72 102
104 3 15.827 -65.596 -55.75 0.72 103
105 3 16.638 -66.314 -56.5 0.72 104
106 3 9.616 -70.783 -70 0.56 105
107 3 9.576 -72.565 -77 0.56 106
108 3 5.786 -74.985 -85.25 0.56 107
109 3 8.406 -77.965 -85.25 0.56 108
110 3 5.32 -80.665 -85.25 0.56 109
111 3 6.291 -83.112 -95.75 0.56 110
112 3 8.432 -86.876 -96 0.56 111
113 3 4.921 -93.459 -96.25 0.56 112
114 3 6.783 -95.933 -96.25 0.56 113
115 3 6.73 -95.72 -96.25 0.56 114
116 3 6.211 -101.186 -106.5 0.56 115
117 3 6.424 -101.147 -106.75 0.56 116
118 3 9.549 -104.458 -107.5 0.56 117
119 3 9.549 -107.358 -108 0.56 118
120 3 9.337 -107.398 -108.25 0.56 119
121 3 6.118 -106.56 -108.5 0.56 120
122 3 2.195 -121.043 -108.75 0.56 121
123 3 -0.931 -125.525 -123.5 0.56 122
124 3 -0.771 -125.259 -123.5 0.56 123
125 3 -0.323691 -125.374 -85.5028 0.56 124
126 1 -0.638 1.091 1 6.6 1
127 1 -0.213 4.136 1 6.6 126
128 1 -0.638 6.304 1 6.28 127
129 1 0 8.273 1 6.13 128
130 1 0 10.228 1 5.81 129
131 1 0 12.622 1 5.65 130
132 1 -0.426 14.364 1 5.17 131
133 1 -0.426 16.093 1 4.38 132
134 1 -0.638 16.093 1 4.38 133
135 1 -0.638 17.184 1 4.22 134
136 1 -1.064 18.926 1 3.74 135
137 1 -1.064 20.668 1 3.58 136
138 1 -1.902 22.411 1 2.94 137
139 1 -2.328 24.153 1 2.79 138
140 1 -2.753 25.669 1 2.63 139
141 1 -3.179 27.199 1 2.47 140
142 1 -3.391 27.199 1 2.47 141
143 1 -3.604 28.715 1 2.15 142
144 1 -5.719 31.76 1 2.15 143
145 1 -6.57 33.942 1 2.15 144
146 1 -8.047 36.548 1 2.15 145
147 1 -8.047 36.761 1 2.15 146
148 1 -11.438 43.504 2.25 2.15 147
149 4 -12.914 46.776 14.75 2.15 148
150 4 -14.404 50.686 9 2.94 149
151 4 -17.157 52.868 9.25 1.51 150
152 4 -18.846 56.352 9 1.51 151
153 4 -19.059 57.217 9.25 1.51 152
154 4 -22.025 60.05 9.5 1.04 153
155 4 -23.927 63.095 9.5 1.04 154
156 4 -23.927 65.915 9.75 0.88 155
157 4 -23.714 68.535 9.75 0.88 156
158 4 -24.991 70.264 9.75 0.88 157
159 4 -31.122 71.793 9.75 0.88 158
160 4 -37.054 74.187 9.75 0.88 159
161 4 -45.739 82.021 27 0.88 160
162 4 -47.9378 84.0619 27 0.88 161
163 4 -19.059 57.217 9.275 0.72 153
164 4 -17.157 63.747 14.25 0.72 163
165 4 -16.731 68.535 14.25 0.72 164
166 4 -18.421 72.658 9.75 0.72 165
167 4 -18.633 77.007 4.75 0.72 166
168 4 -18.846 77.233 7 0.72 167
169 4 -18.846 88.113 21.25 0.72 168
170 4 -18.846 88.325 21.25 0.72 169
171 4 -15.667 95.507 21 0.72 170
172 4 -18.633 103.993 14.5 0.72 171
173 4 -18.846 103.993 14.5 0.72 172
174 4 -19.485 107.903 14.25 0.72 173
175 4 -19.697 107.903 14.25 0.72 174
176 4 -20.961 113.343 21 0.72 175
177 4 -21.174 127.055 21.75 0.72 176
178 4 -20.322 130.313 22.25 0.56 177
179 4 -20.322 130.965 22.25 0.56 178
180 4 -20.322 130.965 22.275 0.4 179
181 4 -18.208 135.101 14.5 0.4 180
182 4 -17.569 137.495 14.5 0.4 181
183 4 -17.569 137.708 14.5 0.4 182
184 4 -21.174 142.283 27.75 0.4 183
185 4 -19.272 149.678 27.75 0.4 184
186 4 -22.45 153.815 27.75 0.4 185
187 4 -22.863 160.119 27.75 0.4 186
188 4 -22.863 160.332 27.75 0.4 187
189 4 -20.535 161.422 33.25 0.4 188
190 4 -20.535 161.209 33.25 0.4 189
191 4 -21.386 168.378 33.25 0.4 190
192 4 -22.238 171.424 32.5 0.4 191
193 4 -16.944 175.134 21 0.4 192
194 4 -15.242 180.348 36.25 0.4 193
195 4 -15.455 180.348 36.25 0.4 194
196 4 -12.914 181 38 0.24 195
197 4 -12.276 184.923 38 0.24 196
198 4 -12.276 185.136 38 0.24 197
199 4 -9.111 185.349 38 0.24 198
200 4 -9.111 185.575 38 0.24 199
201 4 -6.145 190.576 26 0.24 200
202 4 -2.753 195.789 26.25 0.24 201
203 4 -2.966 195.789 26.25 0.24 202
204 4 -2.54 196.454 26 0.24 203
205 4 -2.54 196.454 26.025 0.24 204
206 4 -1.064 199.713 11 0.24 205
207 4 -3.391 200.577 11 0.24 206
208 4 -3.604 200.803 11 0.24 207
209 4 -4.868 202.546 11 0.24 208
210 4 -5.081 202.546 11 0.24 209
211 4 -4.229 206.243 11 0.24 210
212 4 -4.229 206.456 11 0.24 211
213 4 -8.047 207.972 8 0.24 212
214 4 -7.195 210.592 21.25 0.24 213
215 4 -7.408 210.592 21.25 0.24 214
216 4 -9.111 214.29 30 0.24 215
217 4 -9.323 214.29 30 0.24 216
218 4 -12.276 216.684 26 0.24 217
219 4 -12.702 216.684 29.5 0.24 218
220 4 -14.617 221.897 18 0.24 219
221 4 -12.489 231.034 31 0.24 220
222 4 -10.8 239.094 16.75 0.24 221
223 4 -10.587 243.004 16.75 0.24 222
224 4 -10.587 243.217 16.75 0.24 223
225 4 -9.736 245.837 16.75 0.24 224
226 4 -9.736 246.05 16.75 0.24 225
227 4 -10.8 251.051 22 0.24 226
228 4 -10.8 251.277 22 0.24 227
229 4 -8.047 257.581 21.5 0.24 228
230 4 -8.047 257.794 21.5 0.24 229
231 4 -7.195 262.808 14 0.24 230
232 4 -4.868 267.157 28 0.24 231
233 4 -3.604 271.945 28 0.24 232
234 4 -1.902 273.022 28 0.24 233
235 4 -2.328 275.416 28 0.24 234
236 4 -2.328 275.643 28 0.24 235
237 4 -0.213 278.249 28 0.24 236
238 4 -0.426 283.463 28 0.24 237
239 4 -0.213 283.689 28 0.24 238
240 4 -0.213 287.599 29.25 0.24 239
241 4 -0.213 287.825 29.25 0.24 240
242 4 2.115 290.219 29.25 0.24 241
243 4 3.391 301.737 17.5 0.24 242
244 4 3.179 306.964 24.25 0.24 243
245 4 2.753 309.797 24.25 0.24 244
246 4 2.54 309.797 24.25 0.24 245
247 4 0.851 314.359 19.25 0.24 246
248 4 0.638 315.011 19 0.24 247
249 4 0.638 315.237 19 0.24 248
250 4 0 328.284 14.5 0.24 249
251 4 -0.347004 331.264 14.5 0.24 250
252 4 2.328 202.971 29 0.24 204
253 4 3.179 211.683 31.5 0.24 252
254 4 5.932 216.458 31.5 0.24 253
255 4 5.932 216.684 31.5 0.24 254
256 4 4.229 219.729 31.5 0.24 255
257 4 8.259 224.078 31.5 0.24 256
258 4 6.77 226.246 31.5 0.24 257
259 4 8.047 230.822 31.5 0.24 258
260 4 8.233 230.768 27.5 0.24 259
261 4 8.326 233.402 25 0.24 260
262 4 7.315 238.11 21 0.24 261
263 4 5.413 246.635 40 0.24 262
264 4 3.391 256.038 48.25 0.24 263
265 4 2.221 265.535 25.75 0.24 264
266 4 2.195 265.747 25.75 0.24 265
267 4 1.383 273.98 50.25 0.24 266
268 4 0.821344 278.54 44.9692 0.24 267
269 4 -21.174 137.495 15.75 0.4 179
270 4 -20.11 144.451 15.5 0.4 269
271 4 -18.208 154.679 14.5 0.4 270
272 4 -17.569 161.635 14.75 0.4 271
273 4 -17.782 170.12 8.5 0.4 272
274 4 -17.782 170.346 8 0.4 273
275 4 -18.208 180.135 5.5 0.4 274
276 4 -18.208 180.348 5.5 0.4 275
277 4 -13.978 193.834 4.5 0.4 276
278 4 -11.012 199.5 13 0.4 277
279 4 -10.8 199.713 13.25 0.4 278
280 4 -12.914 201.881 5.5 0.4 279
281 4 -12.914 202.107 6.25 0.4 280
282 4 -13.553 206.895 25.25 0.4 281
283 4 -11.438 210.153 25.25 0.4 282
284 4 -15.455 216.032 25.25 0.4 283
285 4 -15.667 216.032 25.25 0.4 284
286 4 -20.11 222.988 25.25 0.4 285
287 4 -20.11 223.201 25.25 0.4 286
288 4 -15.88 225.821 30 0.4 287
289 4 -21.812 233.654 30.25 0.4 288
290 4 -21.599 233.867 31.5 0.4 289
291 4 -16.332 234.519 31 0.56 290
292 4 -6.304 236.195 30.75 0.56 291
293 4 -6.331 236.408 30.75 0.56 292
294 4 -2.474 239.733 30.75 0.4 293
295 4 -2.687 243.217 30.75 0.56 294
296 4 -4.469 250.665 39.25 0.56 295
297 4 -5.48 258.871 34 0.56 296
298 4 -7.022 264.391 21.75 0.56 297
299 4 -7.155 267.224 29.5 0.56 298
300 4 -5.44 275.762 28.5 0.56 299
301 4 -5.466 275.975 28.5 0.56 300
302 4 -6.73 281.082 27 0.4 301
303 4 -6.943 281.056 27 0.4 302
304 4 -4.323 292.56 44 0.4 303
305 4 -4.522 292.534 44 0.4 304
306 4 -7.98 299.782 42 0.4 305
307 4 -7.874 307.469 40 0.4 306
308 4 -8.698 324.467 39.75 0.4 307
309 4 -8.778 325.105 39 0.4 308
310 4 -8.778 325.105 39.025 0.4 309
311 4 -4.881 326.542 49.75 0.4 310
312 4 -4.908 326.768 49.75 0.4 311
313 4 -4.974 330.705 45 0.4 312
314 4 -3.192 335.306 45 0.4 313
315 4 -3.219 335.519 45 0.4 314
316 4 -0.878 333.843 42.75 0.4 315
317 4 -1.117 334.03 42.75 0.4 316
318 4 -1.39041 335.299 45.4544 0.4 317
319 4 -12.914 46.776 14.775 1.67 149
320 4 -13.553 58.733 14.25 1.67 319
321 4 -13.34 61.566 18.75 1.51 320
322 4 -10.374 63.96 18.75 1.51 321
323 4 -11.651 68.748 18.5 1.2 322
324 4 -12.063 71.355 18.5 1.2 323
325 4 -8.047 78.975 18.5 1.2 324
326 4 -8.685 86.809 10.75 1.2 325
327 4 -8.898 96.372 5.5 1.2 326
328 4 -7.621 105.083 5.5 1.2 327
329 4 -7.621 105.296 5.5 1.2 328
330 4 -9.111 109.432 2.25 1.2 329
331 4 -8.898 114.22 -1.5 1.2 330
332 4 -6.357 118.995 0.75 1.04 331
333 4 -4.442 122.267 0.75 1.04 332
334 4 -4.229 122.267 0.75 1.04 333
335 4 -3.817 125.313 0.75 0.88 334
336 4 -3.391 131.404 0.75 0.88 335
337 4 -3.817 132.92 0.75 0.88 336
338 4 -3.817 133.146 0.75 0.88 337
339 4 -0.426 137.495 0.75 0.88 338
340 4 -1.689 149.027 0.75 0.88 339
341 4 -0.638 149.678 0.7 0.88 340
342 4 -2.328 151.633 0.7 0.72 341
343 4 -1.476 156.634 0.7 0.72 342
344 4 1.689 162.513 0.7 0.72 343
345 4 1.689 162.726 0.7 0.72 344
346 4 2.115 166.862 0.7 0.72 345
347 4 1.277 177.741 0.7 0.72 346
348 4 1.277 177.741 0.725 0.72 347
349 4 1.277 178.606 0.7 0.72 348
350 4 3.179 182.529 1.45 0.72 349
351 4 3.391 185.575 1.45 0.72 350
352 4 3.604 186.227 1.45 0.72 351
353 4 7.408 192.744 -2.3 0.72 352
354 4 8.685 200.365 -4.05 0.72 353
355 4 8.685 200.577 -4.05 0.72 354
356 4 8.259 204.926 -1.8 0.72 355
357 4 8.259 205.591 -3.05 0.72 356
358 4 9.111 207.108 -3.55 0.72 357
359 4 9.736 207.972 -6.3 0.72 358
360 4 11.438 210.153 -2.8 0.56 359
361 4 12.489 212.108 -2.8 0.56 360
362 4 11.225 216.245 -2.8 0.56 361
363 4 12.702 217.987 -2.8 0.56 362
364 4 12.914 217.987 -2.8 0.56 363
365 4 15.455 221.033 -2.8 0.56 364
366 4 12.914 225.382 -3.05 0.56 365
367 4 12.914 225.595 -3.05 0.56 366
368 4 16.306 227.776 -3.05 0.56 367
369 4 16.306 227.989 -3.05 0.56 368
370 4 15.455 231.912 -4.8 0.56 369
371 4 16.731 237.126 -6.05 0.4 370
372 4 16.731 241.049 -9.8 0.4 371
373 4 18.208 248.444 -9.8 0.4 372
374 4 19.059 251.051 -9.8 0.4 373
375 4 20.961 251.929 -9.8 0.4 374
376 4 20.961 252.141 -9.8 0.4 375
377 4 23.714 259.762 -9.8 0.4 376
378 4 26.254 265.628 -9.8 0.4 377
379 4 26.041 268.899 -9.8 0.4 378
380 4 26.041 269.112 -9.8 0.4 379
381 4 31.973 274.326 -9.8 0.4 380
382 4 31.973 274.552 -9.8 0.4 381
383 4 32.186 280.856 -9.8 0.4 382
384 4 31.548 282.386 -17.3 0.4 383
385 4 36.203 286.296 -17.3 0.4 384
386 4 34.514 289.993 -17.3 0.4 385
387 4 34.301 289.993 -17.3 0.4 386
388 4 35.365 299.13 -17.3 0.4 387
389 4 35.152 299.13 -17.3 0.4 388
390 4 35.365 299.782 -17.3 0.4 389
391 4 35.365 300.008 -17.3 0.4 390
392 4 33.662 303.479 -26.8 0.4 391
393 4 33.662 303.706 -26.8 0.4 392
394 4 35.152 308.919 -26.8 0.4 393
395 4 35.152 309.358 -26.8 0.4 394
396 4 33.875 315.888 -26.8 0.4 395
397 4 33.25 322.631 -36.55 0.4 396
398 4 33.25 322.844 -36.55 0.4 397
399 4 35.365 325.238 -36.55 0.4 398
400 4 31.122 342.209 -36.55 0.4 399
401 4 31.973 349.165 -36.55 0.4 400
402 4 27.318 362.226 -37.55 0.4 401
403 4 26.467 364.832 -37.55 0.4 402
404 4 25.829 365.697 -37.8 0.4 403
405 4 25.829 365.697 -37.775 0.24 404
406 4 22.863 370.059 -23.55 0.24 405
407 4 17.569 376.802 -24.55 0.24 406
408 4 17.357 376.802 -24.55 0.24 407
409 4 17.569 378.97 -24.55 0.24 408
410 4 15.455 379.622 -24.55 0.24 409
411 4 15.242 379.622 -24.55 0.24 410
412 4 14.191 381.803 -24.55 0.24 411
413 4 12.914 382.668 -24.8 0.24 412
414 4 12.914 382.894 -24.8 0.24 413
415 4 13.127 387.243 -24.8 0.24 414
416 4 12.914 387.456 -24.8 0.24 415
417 4 12.914 387.682 -25.8 0.24 416
418 4 10.587 388.759 -11.05 0.24 417
419 4 10.374 388.759 -11.05 0.24 418
420 4 10.161 391.153 -11.05 0.24 419
421 4 9.736 391.592 -11.05 0.24 420
422 4 7.621 394.425 -11.05 0.24 421
423 4 7.621 394.638 -11.05 0.24 422
424 4 8.685 395.941 -11.05 0.24 423
425 4 8.259 397.471 -11.05 0.24 424
426 4 5.719 401.82 -6.3 0.24 425
427 4 5.293 405.517 -6.3 0.24 426
428 4 3.391 405.517 -6.3 0.24 427
429 4 3.179 405.517 -6.3 0.24 428
430 4 3.69402 407.45 -6.3 0.24 429
431 1 -1.064 -4.575 1 6.13 1
432 3 -0.427 -5.152 -1.524 1.04 431
433 3 -1.381 -5.632 -4.068 1.04 432
434 3 -2.885 -7.272 -6.815 1.04 433
435 3 -5.972 -10.321 -12.5 1.04 434
436 3 -9.563 -12.063 -29 1.04 435
437 3 -11.691 -12.502 -29 0.72 436
438 3 -15.282 -13.154 -29 0.72 437
439 3 -16.133 -15.761 -29 0.72 438
440 3 -14.856 -20.775 -29 0.72 439
441 3 -15.282 -23.381 -29 0.72 440
442 3 -15.495 -24.898 -29 0.72 441
443 3 -13.805 -30.337 -29 0.56 442
444 3 -13.593 -33.609 -29 0.56 443
445 3 -19.099 -37.08 -18.5 0.56 444
446 3 -25.869 -46.869 -23 0.56 445
447 3 -31.162 -44.489 -12.5 0.56 446
448 3 -34.979 -47.308 -8 0.56 447
449 3 -37.945 -46.218 -1.75 0.56 448
450 3 -37.945 -46.005 -1.75 0.56 449
451 3 -42.387 -50.58 -7 0.56 450
452 3 -42.174 -55.355 -0.5 0.56 451
453 3 -42.174 -55.142 -0.25 0.56 452
454 3 -45.353 -56.445 -16.25 0.4 453
455 3 -52.123 -63.84 -5.25 0.4 454
456 3 -52.336 -63.84 -5.25 0.4 455
457 3 -52.761 -64.279 3.75 0.4 456
458 3 -52.761 -64.279 3.775 0.24 457
459 3 -56.578 -64.279 0.25 0.24 458
460 3 -59.544 -66.673 0.5 0.24 459
461 3 -61.872 -64.718 0.5 0.24 460
462 3 -62.9064 -66.4023 0.80542 0.24 461
463 1 -1.476 -7.621 1 5.65 431
464 3 3.488 -10.739 -3.902 0.72 463
465 3 2.972 -11.281 -4.392 0.72 464
466 3 0.492 -14.431 -8 0.72 465
467 3 0.705 -15.947 -8 0.72 466
468 3 1.131 -19.87 -8 0.72 467
469 3 2.195 -24.658 -2.75 0.72 468
470 3 4.948 -28.781 -13.25 0.72 469
471 3 11.717 -34.447 -13.25 0.72 470
472 3 17.862 -38.357 -13.25 0.72 471
473 3 17.862 -39.009 -13.5 0.72 472
474 3 18.288 -43.145 -9.25 0.72 473
475 3 20.189 -47.055 -9.25 0.72 474
476 3 23.581 -50.766 -9.5 0.72 475
477 3 24.206 -51.631 -9.5 0.72 476
478 3 24.206 -51.631 -9.475 0.4 477
479 3 32.053 -50.327 -15.5 0.4 478
480 3 32.253 -50.979 -20 0.4 479
481 3 32.253 -50.979 -19.975 0.56 480
482 3 34.793 -54.025 -12.75 0.56 481
483 3 38.397 -57.722 -12.5 0.56 482
484 3 40.086 -62.949 -12.5 0.56 483
485 3 42.64 -62.723 -12.5 0.56 484
486 3 45.9857 -68.7062 -6.6684 0.56 485
487 3 24.007 -51.631 -9.5 0.72 477
488 3 25.908 -53.812 -8 0.56 487
489 3 25.696 -53.812 -8 0.56 488
490 3 28.449 -53.147 -8 0.56 489
491 3 27.172 -55.767 -8 0.56 490
492 3 28.662 -60.116 -8 0.56 491
493 3 27.81 -64.252 -3.25 0.56 492
494 3 27.81 -64.026 -3.25 0.56 493
495 3 28.236 -70.118 -4.5 0.56 494
496 3 28.874 -75.996 -6 0.56 495
497 3 29.712 -76.435 -6 0.56 496
498 3 29.712 -76.435 -5.975 0.4 497
499 3 35.006 -79.481 -9.5 0.4 498
500 3 36.07 -82.088 -9.25 0.4 499
501 3 39.887 -84.921 -9.25 0.4 500
502 3 43.691 -91.664 -9.25 0.4 501
503 3 47.508 -97.316 -2 0.24 502
504 3 49.835 -103.62 -2 0.24 503
505 3 49.835 -103.408 -2 0.24 504
506 3 53.227 -111.241 -1 0.24 505
507 3 54.916 -119.075 -8.5 0.24 506
508 3 55.98 -124.076 -6.25 0.24 507
509 3 56.605 -127.56 -7.5 0.24 508
510 3 61.898 -136.91 -0.75 0.24 509
511 3 64.864 -141.911 -8.5 0.24 510
512 3 68.256 -151.7 -2.5 0.24 511
513 3 69.566 -154.396 -2.37106 0.24 512
514 3 29.712 -76.209 -6 0.56 497
515 3 30.989 -79.694 -6 0.4 514
516 3 31.202 -80.345 -6 0.4 515
517 3 32.053 -82.088 -3.5 0.4 516
518 3 32.053 -81.875 -3.5 0.4 517
519 3 30.351 -85.572 -4.5 0.4 518
520 3 30.776 -87.966 2.5 0.4 519
521 3 31.415 -91.664 -4.5 0.4 520
522 3 31.415 -91.438 -4.5 0.4 521
523 3 29.3 -93.406 5 0.4 522
524 3 28.874 -99.71 1.75 0.4 523
525 3 26.746 -102.317 1.75 0.4 524
526 3 26.746 -102.104 1.75 0.4 525
527 3 27.385 -108.634 1.5 0.4 526
528 3 27.81 -113.196 1.5 0.4 527
529 3 29.3 -116.029 1.25 0.4 528
530 3 28.662 -125.818 0.5 0.4 529
531 3 27.385 -128.638 0.5 0.4 530
532 3 28.449 -131.909 0.5 0.4 531
533 3 25.696 -135.82 0.5 0.4 532
534 3 25.057 -139.091 1 0.4 533
535 3 26.334 -143.002 1.25 0.4 534
536 3 26.334 -143.214 1.25 0.4 535
537 3 24.632 -146.699 1.5 0.4 536
538 3 24.007 -154.094 1.25 0.4 537
539 3 24.007 -161.091 1.45111 0.4 538
540 3 17.862 -39.009 -13.475 0.56 473
541 3 22.517 -43.145 -10.25 0.56 540
542 3 27.81 -44.675 -10.25 0.56 541
543 3 33.742 -46.843 -24 0.4 542
544 3 37.759 -46.191 -24 0.4 543
545 3 39.674 -46.63 -24.5 0.4 544
546 3 37.546 -50.766 -27.5 0.4 545
547 3 42.839 -52.07 -27.5 0.4 546
548 3 48.771 -57.283 -29 0.4 547
549 3 55.129 -58.813 -29 0.4 548
550 3 54.916 -58.813 -28.75 0.4 549
551 3 57.789 -61.526 -25 0.56 550
552 3 62.71 -62.204 -4.5 0.56 551
553 3 65.436 -61.818 -26.75 0.56 552
554 3 65.489 -62.031 -19.5 0.56 553
555 3 69.399 -67.843 -30.5 0.56 554
556 3 78.098 -69.918 -30 0.56 555
557 3 78.35 -70.078 -29.25 0.56 556
558 3 78.35 -70.078 -29.225 0.4 557
559 3 80.146 -75.065 -19.75 0.4 558
560 3 86.277 -77.26 -19.75 0.4 559
561 3 86.237 -77.047 -19.75 0.4 560
562 3 89.31 -80.146 -43.5 0.4 561
563 3 94.39 -83.471 -47.25 0.4 562
564 3 94.35 -83.258 -47.25 0.4 563
565 3 101.213 -87.74 -26.5 0.4 564
566 3 101 -87.793 -26.5 0.4 565
567 3 106.546 -91.238 -59.25 0.4 566
568 3 108.783 -92.436 -56.1581 0.4 567
569 1 -1.476 -10.002 1 5.01 463
570 1 -1.689 -11.744 1 4.69 569
571 1 -1.064 -13.712 1 3.58 570
572 1 -1.064 -14.79 1 2.63 571
573 1 -0.638 -15.88 1 1.83 572
574 1 -0.638 -16.532 1 1.83 573