{ "cells": [ { "attachments": {}, "cell_type": "markdown", "id": "a7b23dec-b8d3-438f-84d7-3beb08e782cd", "metadata": {}, "source": [ "# Tutorial: SP1 bindings in Cre-driver mouse lines. " ] }, { "attachments": {}, "cell_type": "markdown", "id": "23957f8d-186a-4d95-a223-dc67ddeba63b", "metadata": {}, "source": [ " In this tutorial, we will analyze the binding of the transcription factor Sp1, collected using cre-dependant calling cards from a Syn1::Cre-driver mouse line. Bulk unfused (Brd4 directed) data was also collected as backgound. This dataset contains two time points: day 10(P10) and day 28(P28). The dataset is from [Cammack et al., PNAS. (2020)](https://www.pnas.org/doi/10.1073/pnas.1918241117), and it can be downloaded from [GEO](https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE128493).\n", " \n", " \n", " In this tutorial, we will call peaks, make annotation, and perfrom differential peak analysis. There are 271946 insertions in the SP1 P10 qbed file, 1083099 insertions in the SP1 P28 qbed file, and 5573110 insertions in the brd4 qbed file." ] }, { "cell_type": "code", "execution_count": 1, "id": "9c51fe44-bebe-4dde-8007-5cd516f40f51", "metadata": {}, "outputs": [], "source": [ "import pycallingcards as cc\n", "import numpy as np\n", "import pandas as pd\n", "import scanpy as sc\n", "from matplotlib import pyplot as plt\n", "plt.rcParams['figure.dpi'] = 150" ] }, { "attachments": {}, "cell_type": "markdown", "id": "669744b0-c0b2-4e07-a421-b128fc03f2b2", "metadata": {}, "source": [ "We start by reading the qbed datafile. In this file, each row represents a Sp1-directed insertion and columns indicate the chromosome, start point and end point, read number, the direction and the sample barcode of each insertion. For example, the first row means one insertion is on Chromosome 1, and starts from 3095378 and ends on 3095382. The reads number is 7 with direction going from 3' to 5'. The barcode of the cell is TAAGG. We give it the group column to distinguish between groups. \n", "\n", "Use ```cc.rd.read_qbed(filename)``` to read your own qbed data." ] }, { "cell_type": "code", "execution_count": 2, "id": "e1c61320-1c1b-4919-8bc8-e7fd730bb6fa", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ChrStartEndReadsDirectionBarcodesgroup
0chr1309537830953827+TAAGGP10
1chr1312012831201321+GTTACP10
2chr13121275312127910-GTTACP10
3chr1312127531212792-GTTACP10
4chr1322294732229511-GTTACP10
........................
271941chrY101000410100081-GTTACP10
271942chrY1011155101115912-GTTACP10
271943chrY1178766117877010+GTTACP10
271944chrY1244787124479111+GTTACP10
271945chrY543305554330592+CGAAAP10
\n", "

271946 rows × 7 columns

\n", "
" ], "text/plain": [ " Chr Start End Reads Direction Barcodes group\n", "0 chr1 3095378 3095382 7 + TAAGG P10\n", "1 chr1 3120128 3120132 1 + GTTAC P10\n", "2 chr1 3121275 3121279 10 - GTTAC P10\n", "3 chr1 3121275 3121279 2 - GTTAC P10\n", "4 chr1 3222947 3222951 1 - GTTAC P10\n", "... ... ... ... ... ... ... ...\n", "271941 chrY 1010004 1010008 1 - GTTAC P10\n", "271942 chrY 1011155 1011159 12 - GTTAC P10\n", "271943 chrY 1178766 1178770 10 + GTTAC P10\n", "271944 chrY 1244787 1244791 11 + GTTAC P10\n", "271945 chrY 5433055 5433059 2 + CGAAA P10\n", "\n", "[271946 rows x 7 columns]" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SP1_P10 = cc.datasets.SP1_Cre_data(data = \"SP1_P10\")\n", "SP1_P10['group'] = 'P10'\n", "SP1_P10" ] }, { "cell_type": "code", "execution_count": 3, "id": "347f9c6a-8ae1-4480-99d9-4f36b00d7fae", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ChrStartEndReadsDirectionBarcodesgroup
0chr13071865307186976+GTCATP28
1chr1309537830953827+ACTGCP28
2chr1310270731027111-GTCATP28
3chr1311990531199094+GTCATP28
4chr13120189312019366-GTCATP28
........................
1083094chrY908035799080358314-GTCATP28
1083095chrY908051309080513410+ACTGCP28
1083096chrY90805130908051341+CGAAAP28
1083097chrY90806531908065355-GTCATP28
1083098chrY908110019081100563+ACTGCP28
\n", "

1083099 rows × 7 columns

\n", "
" ], "text/plain": [ " Chr Start End Reads Direction Barcodes group\n", "0 chr1 3071865 3071869 76 + GTCAT P28\n", "1 chr1 3095378 3095382 7 + ACTGC P28\n", "2 chr1 3102707 3102711 1 - GTCAT P28\n", "3 chr1 3119905 3119909 4 + GTCAT P28\n", "4 chr1 3120189 3120193 66 - GTCAT P28\n", "... ... ... ... ... ... ... ...\n", "1083094 chrY 90803579 90803583 14 - GTCAT P28\n", "1083095 chrY 90805130 90805134 10 + ACTGC P28\n", "1083096 chrY 90805130 90805134 1 + CGAAA P28\n", "1083097 chrY 90806531 90806535 5 - GTCAT P28\n", "1083098 chrY 90811001 90811005 63 + ACTGC P28\n", "\n", "[1083099 rows x 7 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SP1_P28 = cc.datasets.SP1_Cre_data(data = \"SP1_P28\")\n", "SP1_P28['group'] = 'P28'\n", "SP1_P28" ] }, { "attachments": {}, "cell_type": "markdown", "id": "564cffae-9d14-4191-8bfd-1ac545804ab7", "metadata": {}, "source": [ "To call differential peaks, we first combine the two qbed files together." ] }, { "cell_type": "code", "execution_count": 4, "id": "67c08ca2-fcb6-4215-acf9-7cd29baab4b8", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ChrStartEndReadsDirectionBarcodesgroup
0chr13071865307186976+GTCATP28
1chr1309537830953827+TAAGGP10
2chr1309537830953827+ACTGCP28
3chr1310270731027111-GTCATP28
4chr1311990531199094+GTCATP28
........................
1355040chrY908035799080358314-GTCATP28
1355041chrY908051309080513410+ACTGCP28
1355042chrY90805130908051341+CGAAAP28
1355043chrY90806531908065355-GTCATP28
1355044chrY908110019081100563+ACTGCP28
\n", "

1355045 rows × 7 columns

\n", "
" ], "text/plain": [ " Chr Start End Reads Direction Barcodes group\n", "0 chr1 3071865 3071869 76 + GTCAT P28\n", "1 chr1 3095378 3095382 7 + TAAGG P10\n", "2 chr1 3095378 3095382 7 + ACTGC P28\n", "3 chr1 3102707 3102711 1 - GTCAT P28\n", "4 chr1 3119905 3119909 4 + GTCAT P28\n", "... ... ... ... ... ... ... ...\n", "1355040 chrY 90803579 90803583 14 - GTCAT P28\n", "1355041 chrY 90805130 90805134 10 + ACTGC P28\n", "1355042 chrY 90805130 90805134 1 + CGAAA P28\n", "1355043 chrY 90806531 90806535 5 - GTCAT P28\n", "1355044 chrY 90811001 90811005 63 + ACTGC P28\n", "\n", "[1355045 rows x 7 columns]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SP1 = cc.rd.combine_qbed([SP1_P10, SP1_P28])\n", "SP1" ] }, { "attachments": {}, "cell_type": "markdown", "id": "25dbbe03-e008-4381-83ff-9d40298bcf9e", "metadata": {}, "source": [ "The insertions might be mapped unlocalized or unplaced, we now clean it here." ] }, { "cell_type": "code", "execution_count": 5, "id": "c9597aeb-4044-484f-8f7e-89c61a8d046e", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ChrStartEndReadsDirectionBarcodesgroup
0chr13071865307186976+GTCATP28
1chr1309537830953827+TAAGGP10
2chr1309537830953827+ACTGCP28
3chr1310270731027111-GTCATP28
4chr1311990531199094+GTCATP28
........................
1355040chrY908035799080358314-GTCATP28
1355041chrY908051309080513410+ACTGCP28
1355042chrY90805130908051341+CGAAAP28
1355043chrY90806531908065355-GTCATP28
1355044chrY908110019081100563+ACTGCP28
\n", "

1354844 rows × 7 columns

\n", "
" ], "text/plain": [ " Chr Start End Reads Direction Barcodes group\n", "0 chr1 3071865 3071869 76 + GTCAT P28\n", "1 chr1 3095378 3095382 7 + TAAGG P10\n", "2 chr1 3095378 3095382 7 + ACTGC P28\n", "3 chr1 3102707 3102711 1 - GTCAT P28\n", "4 chr1 3119905 3119909 4 + GTCAT P28\n", "... ... ... ... ... ... ... ...\n", "1355040 chrY 90803579 90803583 14 - GTCAT P28\n", "1355041 chrY 90805130 90805134 10 + ACTGC P28\n", "1355042 chrY 90805130 90805134 1 + CGAAA P28\n", "1355043 chrY 90806531 90806535 5 - GTCAT P28\n", "1355044 chrY 90811001 90811005 63 + ACTGC P28\n", "\n", "[1354844 rows x 7 columns]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "SP1 = cc.pp.clean_qbed(SP1)\n", "SP1" ] }, { "attachments": {}, "cell_type": "markdown", "id": "59902850-c95d-4c33-ab4d-a6abda3e096a", "metadata": {}, "source": [ "We then read the brd4 background file." ] }, { "cell_type": "code", "execution_count": 6, "id": "937d6e35-a00f-4815-bbab-62573de83659", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ChrStartEndReadsDirectionBarcodes
0chr1300427230042765+ACTGC
1chr1302806330280676-ACTGC
2chr1304324130432451-ACTGC
3chr1304911730491211-CAGTG
4chr1305215230521561+ACTGC
.....................
5573105chrY90811001908110052+CAGTG
5573106chrY90811001908110051+CAGTG
5573107chrY90811001908110051+CAGTG
5573108chrY90811001908110052+TGACA
5573109chrY908110019081100513+CAGTG
\n", "

5573110 rows × 6 columns

\n", "
" ], "text/plain": [ " Chr Start End Reads Direction Barcodes\n", "0 chr1 3004272 3004276 5 + ACTGC\n", "1 chr1 3028063 3028067 6 - ACTGC\n", "2 chr1 3043241 3043245 1 - ACTGC\n", "3 chr1 3049117 3049121 1 - CAGTG\n", "4 chr1 3052152 3052156 1 + ACTGC\n", "... ... ... ... ... ... ...\n", "5573105 chrY 90811001 90811005 2 + CAGTG\n", "5573106 chrY 90811001 90811005 1 + CAGTG\n", "5573107 chrY 90811001 90811005 1 + CAGTG\n", "5573108 chrY 90811001 90811005 2 + TGACA\n", "5573109 chrY 90811001 90811005 13 + CAGTG\n", "\n", "[5573110 rows x 6 columns]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bg = cc.datasets.SP1_Cre_data(data = \"background\")\n", "bg" ] }, { "cell_type": "code", "execution_count": 7, "id": "3f9ce1f8-854f-4951-a4c4-665157d3c4fa", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
ChrStartEndReadsDirectionBarcodes
0chr1300427230042765+ACTGC
1chr1302806330280676-ACTGC
2chr1304324130432451-ACTGC
3chr1304911730491211-CAGTG
4chr1305215230521561+ACTGC
.....................
5573105chrY90811001908110052+CAGTG
5573106chrY90811001908110051+CAGTG
5573107chrY90811001908110051+CAGTG
5573108chrY90811001908110052+TGACA
5573109chrY908110019081100513+CAGTG
\n", "

5572856 rows × 6 columns

\n", "
" ], "text/plain": [ " Chr Start End Reads Direction Barcodes\n", "0 chr1 3004272 3004276 5 + ACTGC\n", "1 chr1 3028063 3028067 6 - ACTGC\n", "2 chr1 3043241 3043245 1 - ACTGC\n", "3 chr1 3049117 3049121 1 - CAGTG\n", "4 chr1 3052152 3052156 1 + ACTGC\n", "... ... ... ... ... ... ...\n", "5573105 chrY 90811001 90811005 2 + CAGTG\n", "5573106 chrY 90811001 90811005 1 + CAGTG\n", "5573107 chrY 90811001 90811005 1 + CAGTG\n", "5573108 chrY 90811001 90811005 2 + TGACA\n", "5573109 chrY 90811001 90811005 13 + CAGTG\n", "\n", "[5572856 rows x 6 columns]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bg = cc.pp.clean_qbed(bg)\n", "bg" ] }, { "attachments": {}, "cell_type": "markdown", "id": "36f55359-784c-4584-978e-e9423ec1296c", "metadata": {}, "source": [ "We next need to call peaks to identify potential Sp1 binding sites. Three different methods ('CCcaller', 'MACCs', 'Blockify') are available along with three different species ('hg38', 'mm10', 'sacCer3'). \n", "\n", "Here, we use ***MACCs*** in *mouse*('mm10') data. *window_size* is the most important parameter for *MACCs*, and it is highly related to the length of a peak. 1000-1200 is a good fit for *window_size*. *step_size* is another important parameter and it controls how careful we are looking into the chromosomes. 500-800 is good for *step_size*. *pvalue_cutoffTTAA* is the pvalue cutoff for TTAA data and *pvalue_cutoffbg* is pvalue cutoff for the background qbed data. Normally, the setting for *pvalue_cutoffbg* is considerably higher than *pvalue_cutoffTTAA*. *pvalue_cutoffbg* is recommended from 0.00001 to 0.01 and *pvalue_cutoffTTAA* is recommended from 0.001 to 0.1. The setting of *pseudocounts* is largely influenced by library size. For the first time of trial, it can be adjusted to $10^{6}-10^{-5} \\times$ the number of insertions." ] }, { "cell_type": "code", "execution_count": 8, "id": "8d13f5ba-1f41-49dc-b5d9-8d3edbe1f71d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "For the MACCs method with background, [expdata, background, reference, pvalue_cutoffbg, pvalue_cutoffTTAA, lam_win_size, window_size, step_size, extend, pseudocounts, test_method, min_insertions, record] would be utilized.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 21/21 [04:43<00:00, 13.50s/it]\n" ] }, { "data": { "text/html": [ "
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ChrStartEndCenterExperiment InsertionsBackground insertionsReference Insertionspvalue Referencepvalue BackgroundFraction ExperimentTPH ExperimentFraction backgroundTPH backgroundTPH background subtractedpvalue_adj Reference
0chr1339965634003453400068.0216980.000000e+001.745466e-040.0000151549.9939481.238144e-051238.144320311.8496280.000000e+00
1chr1367201336731933672213.0614790.000000e+000.000000e+000.0000454502.3633728.433737e-06843.3736673658.9897050.000000e+00
2chr1477345047742364773657.06542.405425e-081.939280e-040.000004442.8554148.972060e-0789.720603353.1348116.323087e-06
3chr1478520647865504785472.03147130.000000e+002.298502e-080.0000232288.0863048.433737e-06843.3736671444.7126370.000000e+00
4chr1501648950175645017023.081081.672281e-093.938477e-040.000006590.4738851.794412e-06179.441206411.0326794.739980e-07
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10739chrX169325223169325838169325423.0111695.107026e-151.876575e-040.000008811.9015922.871059e-06287.105929524.7956621.893816e-12
10740chrX169799382169801491169799905.02529230.000000e+003.271381e-070.0000181845.2308905.203795e-06520.3794971324.8513930.000000e+00
10741chrX169829316169830343169829658.099102.746225e-091.659074e-040.000007664.2831201.614971e-06161.497085502.7860357.671705e-07
10742chrX169878786169879561169879328.01921100.000000e+001.379092e-060.0000141402.3754763.768265e-06376.8265321025.5489440.000000e+00
10743chrY100980410114421010850.0172160.000000e+007.771561e-160.0000131254.7570053.588824e-0735.8882411218.8687640.000000e+00
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10744 rows × 15 columns

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" ], "text/plain": [ " Chr Start End Center Experiment Insertions \\\n", "0 chr1 3399656 3400345 3400068.0 21 \n", "1 chr1 3672013 3673193 3672213.0 61 \n", "2 chr1 4773450 4774236 4773657.0 6 \n", "3 chr1 4785206 4786550 4785472.0 31 \n", "4 chr1 5016489 5017564 5017023.0 8 \n", "... ... ... ... ... ... \n", "10739 chrX 169325223 169325838 169325423.0 11 \n", "10740 chrX 169799382 169801491 169799905.0 25 \n", "10741 chrX 169829316 169830343 169829658.0 9 \n", "10742 chrX 169878786 169879561 169879328.0 19 \n", "10743 chrY 1009804 1011442 1010850.0 17 \n", "\n", " Background insertions Reference Insertions pvalue Reference \\\n", "0 69 8 0.000000e+00 \n", "1 47 9 0.000000e+00 \n", "2 5 4 2.405425e-08 \n", "3 47 13 0.000000e+00 \n", "4 10 8 1.672281e-09 \n", "... ... ... ... \n", "10739 16 9 5.107026e-15 \n", "10740 29 23 0.000000e+00 \n", "10741 9 10 2.746225e-09 \n", "10742 21 10 0.000000e+00 \n", "10743 2 16 0.000000e+00 \n", "\n", " pvalue Background Fraction Experiment TPH Experiment \\\n", "0 1.745466e-04 0.000015 1549.993948 \n", "1 0.000000e+00 0.000045 4502.363372 \n", "2 1.939280e-04 0.000004 442.855414 \n", "3 2.298502e-08 0.000023 2288.086304 \n", "4 3.938477e-04 0.000006 590.473885 \n", "... ... ... ... \n", "10739 1.876575e-04 0.000008 811.901592 \n", "10740 3.271381e-07 0.000018 1845.230890 \n", "10741 1.659074e-04 0.000007 664.283120 \n", "10742 1.379092e-06 0.000014 1402.375476 \n", "10743 7.771561e-16 0.000013 1254.757005 \n", "\n", " Fraction background TPH background TPH background subtracted \\\n", "0 1.238144e-05 1238.144320 311.849628 \n", "1 8.433737e-06 843.373667 3658.989705 \n", "2 8.972060e-07 89.720603 353.134811 \n", "3 8.433737e-06 843.373667 1444.712637 \n", "4 1.794412e-06 179.441206 411.032679 \n", "... ... ... ... \n", "10739 2.871059e-06 287.105929 524.795662 \n", "10740 5.203795e-06 520.379497 1324.851393 \n", "10741 1.614971e-06 161.497085 502.786035 \n", "10742 3.768265e-06 376.826532 1025.548944 \n", "10743 3.588824e-07 35.888241 1218.868764 \n", "\n", " pvalue_adj Reference \n", "0 0.000000e+00 \n", "1 0.000000e+00 \n", "2 6.323087e-06 \n", "3 0.000000e+00 \n", "4 4.739980e-07 \n", "... ... \n", "10739 1.893816e-12 \n", "10740 0.000000e+00 \n", "10741 7.671705e-07 \n", "10742 0.000000e+00 \n", "10743 0.000000e+00 \n", "\n", "[10744 rows x 15 columns]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "peak_data = cc.pp.call_peaks(SP1, bg, method = \"MACCs\", reference = \"mm10\", pvalue_cutoffbg = 0.001, \n", " window_size = 1000, step_size = 500, pvalue_cutoffTTAA = 0.00001, \n", " lam_win_size = 1000000, pseudocounts = 0.1, record = True, save = \"peak.bed\")\n", "peak_data" ] }, { "attachments": {}, "cell_type": "markdown", "id": "c952f21d-271d-4a8e-8fce-2e90694e7249", "metadata": {}, "source": [ "Approach the above by first combining the data and then call peaks together.\n", "\n", " Although not recommended, you could also try calling peaks seperately and then merging the peaks by [pybedtools](https://daler.github.io/pybedtools/). Below is the code:\n", "\n", "```python\n", "import pybedtools\n", "peak_data1 = cc.pp.call_peaks(SP1_P10, bg, method = \"MACCs\", reference = \"mm10\", \n", " pvalue_cutoffbg = 0.1, window_size=1500, step_size=500, \n", " lam_win_size = None, pseudocounts = 0.1, record = True)\n", "peak_data2 = cc.pp.call_peaks(SP1_P28, bg, method = \"MACCs\", reference = \"mm10\", \n", " pvalue_cutoffbg = 0.1, window_size=1500, step_size=500, \n", " lam_win_size = None, pseudocounts = 0.1, record = True)\n", "peak = cc.rd.combine_qbed([peak_data1, peak_data2])\n", "peak = pybedtools.BedTool.from_dataframe(peak).merge().to_dataframe() \n", "peak_data = peak.rename(columns={\"chrom\":\"Chr\", \"start\":\"Start\", \"end\":\"End\"})\n", "\n", "```" ] }, { "attachments": {}, "cell_type": "markdown", "id": "6b6b4e1c-aa69-4138-89ac-3d38c8d47fa8", "metadata": {}, "source": [ "In order to choose the suitable method and parameters for peak calling, please take a look at genome areas. We stongly advise to adjust the parameters for ```cc.pp.call_peaks()``` to call better peaks.\n", "\n", "In this plot, the colored ones are the experiment qbed data and the gray ones are the background data. The top section shows insertions and their read counts. One dot is an insertion and the height is log(reads+1). The middle section indicates the distribution of insertions. The bottom section represents reference genes and peaks. 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cc.pl.draw_area(\"chr1\", 4856929, 4863861, 100000, peak_data, SP1, \"mm10\", bg, font_size=2, plotsize = [1,1,6],\n", " figsize = (30,12), peak_line = 2, save = False, bins = 500, example_length = 5000)" ] }, { "cell_type": "code", "execution_count": 10, "id": "29b845fc-22e5-42b7-8608-5c7bce72afc7", "metadata": {}, "outputs": [ { "data": { "image/png": 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WLg0+xxjtfPHb4TseNzVKe3ZZq0duR2vlAK+orY5tuWTQ4YDYlkN8WOlMJ0lvv9x+R4dYnIej+R1rhtt+8/oypZJx0sPTpIuvkfoNlHr2Nf5efI105NHOrt+pzyPazp1WAlzMaG6O/36Q6J2sAACAs7iWAAB3MhPK3btIGj3W2frYpb5OmjheWjiv7eceC+dJj91tzA8AQKx8XxrbcgAAAAAAAAkqRq04AQAAXGTIcGnO8+Y6LzCqVXy1dMK5sMToFPL2K1LVbvPLWbNCGlFsf/0AALDKLZ3r9z/XrllhrCMrxwgUO2249Npz0rov7V3vvg4/0rllA26QlRPbcsmgd5G1UbkISvSWls50C+eZK9fUZJTZvtUIjfJlBs8Ti/NwVo61369WuPE3b57fqNP+9Vr+sfPrduLzsLI/7tu502qAixlu2A+KxxjfvUjerxc6WVVWSIveMt7P/tfIdNwFAMB+iXYtASAY19je0xLKPXOytGRB6LYWaenGb+DRY6UMX+zraMXMyZH/Vl+70pi/ZJyzdQIAt+G8HT9WQ5wIfwLgEUOHDtUHH3zg6DqWLVum4447ztF1AIBTUlJSgqY9++yzuuaaa2JfGQAAPI4wDQAAkHyi7fiA+GnphLP8Y2nDavPlGdUbAOA26RmxLdeecB1eK8uNBrIArCP4wX7HnizNnmqtHLzFTGe6/bXV0SEWITe5HaUd31lbj1le+s0bi6Agpz6PaDp3xmIbuWE/SJROVvV14d/DqqXS69Pd/x4AAPCiRLmWABCMa2xviySU20ttKqw891iywHj/XnqfAGAV5+3482VZC+v2ZdlfFwAAAAAAAA8jTAMAACQnRrXyNkb1BgAkijSLt2acCtMIZ9H80B0X7PTNOmeXD8TbkOHSnOfNfZfS0o1G6Aht+SfWyx3aw966wFn7dqZb/LYUaDJXPlxHh1iE3HQ4wPzyrcrKkVYvl6ZOlHaUSc0BKSVVOrCrdPU4qe+xsatLe6x+9mY4db0UTefOWNyXcMu9D693sqqvkyaOb/veYVOjEda7fauxT/gyY1c/oD2MGgvA67x+LQEgGNfYiSNcKLfXWHnu0dRonJe8/t4BoD2ct93hoIOliu+tlQMAAEBEbrrpJs2YMaPVtNdee02DBw+OU42A8JYsWaILL7yw1bTRo0friSeeiFONAMA7CNMAAADJiVGtvI1RvQEAicJqQEVjg731aE8kAWTRcsMo6oCT8vKN3xcL50VeZvAwOge1xeqxac0KGrx7UUtnutyO0ryXzJUN19EhFiE3sQiNaLF2ZfC6mpuk77+V/nKnlJ0r3fe0cTyKNyufvVlOho9Z7dwZi/3Bbfc+vNrJaubkyM8za1ca85eMc7ZOQCQYNRZAovHqtQSAYFxjw224twgA4XHedod+A62dr44+3v66AAAAJKjdu3drx44draY1NMS4bSYQoYaGhqD9dffu3XGqDQB4C2EaAAAgeTGqlXcxqjcAIFFYDcWIdZhGLIIu3DKKOuCk4jHGCF2RNHzrXWR0ckR4Vo9NhPd42zfrrZUL1dEhFiE3sQiNaNHe9UFNlfTrK6UHn5PyOztfn7ZY+ezNisX1ktnOnbHYH4492bllJ4vKciOIwIwlC4x7jNxLRDwxaiwAAHArrrHhRtxbBIDQOG+7B+3jACSh4uJiPfHEE7Ytz+/n3ATDpk2b4l0FAHCt5ubmeFcBABxHmAYAAACjWnkPo3oDABKF1QCJWAdPxGJ9bhtFHXCCL9PotBhutHDJaOTGaOGR8coxFPayu6OD0yE3sQiNMCMQkP7wS+mJV+JdE+Oz/3aztP4rZ5Yf6/CxSMRif1j+iXRoD+eWnwwWzTcfeNLUaIT1cn8R8cSosQAAwK24xoYbcW8RAELjvO0etI8DkIQyMzPVuXOcBwUAAAAAkHAI0wAAAIA3Mao3ADtVVkiL3jKOKbXVRkO4Pv2NETtoaAAn9S6SVi01Xy7WwRNW6xkpRshBMvFlGp0WLywxGhauWcG5xyqvHENhL7s7OrQKuXlbamoKnictTRp8jvWQm5HXSv9eKNVUmS/rhJoqafVyqe+x8a6JlJLi3LJj0bll60bpxaekzeuN8I70DOnwI6XLrg8faGHmfoYVa1bQaD1aVrcNnz3iiVFjAQCAm3GN7V7J/HyMe4sAEBrnbXdJ9vZxyXytAgAAAAAAbEOYBgAAALyJUb0B2KG+LvxxZNVS6fXpHEfgrCHDpTnPmxvdJx7BE1bqaQYj5CAZ5fmNRoU0LLTOK8dQ2MvJjg7NJqdH6v+edSZIIy1dysiQamvMl506SXrgn/bXyYyZk6V1Xzq3fCc7t+zZJT14u7R9S+vpdbXG/vnHsdLBh0l3PSbldGg9T6T3M3I6SLt3mq9bbbX5MmjN6mfIZ494YtRYAADgZlxjuw/Px7i3CADhcN52l2RtH8e1CgAAAAAAsBFhGgAAAPAuRvUGEI36Omni+LZH8GhqlBbOM0b6uOU+47gD2Ckv32jksXBe5GXiETyRly8NOlNa8nbkZdLSI2uEmp0rXXKd9boBSF5eOYbCXnZ3dIjkmjDQZP2asLLcaOwZrZRU6cijpcaG1r95f32lteXt+C76OkXDrs8lHCc7t+zZJf3u2vYDUrZvke68WnrgWanDAa1fi+R+xj8esRYck5Vjvgxas/oZ8tkjnhg1FgAAuBnX2O7C8zED9xYBIDTO2+6TbO3juFYBAAAAAAA2I0wDAAAA3seo3gCsmDk58s4ma1ca85eMc7ZOSE7FY4xGHpHsj72LjNFVvCDSTs41VdIr/+T7BcC8+jqpqSny+b10DEV4dnd0cPqacNF8c8Ef4QwZHnq9zQFry7Nazi52fS7hONm55cHb2w/SaFFTZcx/39OhX2/rfkbvImthGn36my+D1vjs4UWMGgsAANyMa2x34fnYfyXq8xkAiAbnbfdKlvZxXKsAQEiBQEDLli3TV199pbKyMtXW1qpjx47q1auXBg0apM6dOzu6/ubmZq1Zs0arVq3S1q1btWfPHvl8PnXp0kVdu3bViSeeqPz8fEfrsK+6ujotXbpUa9as0Q8//KCamhrl5OTosMMO02WXXRazeuwrEAho+fLl+vLLL/Xdd9+prq5OeXl56t27twYNGqQDDjig/YXsY926dVq2bJm+/fZbVVVV6cADD1S3bt00ZMgQderUyZk38f99++23Wr58uTZt2qTKyko1NzfroIMOUpcuXVRUVKQePXo4uv59NTc3a8WKFVq5cqW2b9+u+vp6de7cWV27dtUpp5yiLl26xKwuiaqurk7//ve/9Z///Ec7duxQamqqDjroIB166KEaPHiwcnLsD84rLS3V8uXLtXXrVu3atUvV1dXKzMxUTk6ODjzwQBUWFqpnz56ObN+amhotW7ZM69ev33s87dSpk7p06aLDDz9cJ5xwgtLS0mxfbzjbt2/XF198oQ0bNmjXrl1qampSXl6eBg8erAEDBsSsHk6oq6vTsmXLtG7dOpWVlammpkaZmZnq3LmzevXqpeOPP165ubkxrdOaNWv0xRdfaNu2baqpqVF+fr66dOmiE088Ud27d7d9fdXV1fryyy+1Zs0a7dy5U7t371ZKSopycnJ0wAEH6LDDDtu7v6emptq+fgD/RZgGAAAAACD5WBkJe8kCY6SPRBrRIx4qK6RFbxmNGhJ5tBQzfJnGaCkzJxv7WaiOpWnpRqfQ0WOlDJ9zdQm3ffqfLH30rnPr5fsFwKxIRqXaK0U67Rzppzc6ewxF7NjV0SEW14SRNvhsS3audMl1oV9LSZWaTYTK7Fsunuz4XMJxsnPLlg3S9i3mymzfIm3dKB1qskHRkOHSnOfNhY6kpRvX1YgOnz28iFFjAQCAm3GN7R48H2vNTc9nAMAtjj1Zmj3VWjkgWlyrAIiRH374QQMGDNDWrVtbTT/99NP13nvvWepEPXfuXJ133nlqbm5uNf1//ud/dNttt4Utl5KS0urfhx9+uDZt2rT339u2bdNf/vIXTZ8+XT/88EPYZZxxxhm6/fbbdd5555mue1s+/fRTPfXUU3rttdfCrl+S0tLSdNJJJ2n06NH65S9/KZ/P/O+nKVOm6Nprr2017Q9/+IP++Mc/7v334sWLNXHiRM2dO1c1NTVBy8jLywsZplFYWKhvvvmm1bT9t1U47W2jsrIy/c///I+mTJmisrKykMvIysrSqFGjdN9997XZWbumpkZPPvmknnrqKa1ZsybkPBkZGRo2bJgeeughHXPMMRG9h0hs2bJFTz75pGbNmqX169e3OW+fPn104YUX6o477tBBBx1kel2bNm0KCuQ444wz9K9//Wvvv8vLyzVx4kQ988wzKi0tDbmclJQUDRgwQHfeeWfEISr/+te/9KMf/ajNedp7vcX777+voUOHRjRvrEXyfVq9erUeeughvfzyy9qzZ0/I5WRmZuqss87SvffeqxNOOCGqOm3YsEHPPPOMZsyY0eo71Jbu3bvrlFNO0YgRI3TBBRcoLy/P0rrr6+v1wgsvaNq0aVq4cKEaG8Pfp+zUqZOGDRumm2++Waeddpql9Q0dOlQffPBBq2kbN25UYWGhJCNk4p///KeefvppLVu2LOQyxo0bpwEDBoQ8fu1r6tSpmjq1/d9wV199taZMmRLytfaOc2a9+eabeuqppzR//nzV1dWFnS89PV1Dhw7Vz372M40aNcpyiEl79a+urtaTTz6pJ598Ul9//XXY5fTt21fjxo3Tz3/+c6WnW+92X1dXp2nTpmn69OlatGiRAoH2Bzzq0KGDTjzxRJ155pm65JJLdNRRR1leP4DQiKsBAAAAACQfKyNhNzVKi+c7U59kUF8nPTdJ+s1VRuObVUulDauNv69OMaY/N0lqqI93TePDl2mMlvLwNOnia6R+A6WefY2/F19jTC8Z51xDzfa2z59ulAIWOupGiu8XALPMjEqlZik1lcbuiaSlo8Pp5xodGkJJSzdev3VC+G0fi2vC2mpzyw+lpkp65Z+hXzvQ4igcB3a1Xh87WP1cOnaKbptH66WnY1cuL9/orGPG4GE0GLYDnz28qHeRtXKMGgsAAGKBa2z34PlYsHg/nwEAt1n+SWzLAfviWgVAjHTu3FkvvfSSMjIyWk1fuHChxo8fb3p5mzdv1lVXXRUUznDRRRe1GaTRnmnTpqlfv36aOHFim0EWzc3N+te//qXzzz9f5513nr7//nvL62zx9ddf6yc/+YlOPvlk/eMf/2hz/ZLU1NSkjz76SDfffLP69u2r2bNnR12Hfe3evVtXXHGFhgwZoldeeSVkkEY8zJo1S3379tXDDz8cNkhDkmpra/duz1dffTXkPB999JH69eun22+/PWyQhiQ1NDRo7ty5GjBggCZOnBjtW9Du3bt1yy23qFevXnrggQfaDdKQpDVr1ujhhx9Wr169dP/990fUUdyM2bNnq2/fvvrzn/8cNkhDMvb9pUuX6vLLL9fQoUNVUVFhaz0SVXNzs+699171799fU6ZMCRukIRmhAHPnztVJJ52kcePGWdrWjY2NGj9+vPr166cHHnjAVEjD5s2b9eKLL6qkpERHH3206XVL0ksvvaRevXrp2muv1XvvvddmkIYk7dy5U7NmzdKQIUN00UUXafPmzZbWG87HH3+sY445RjfccEPYIA2vWrlypQYNGqTzzjtPr7/+eptBGpKxb7zzzjsaPXq0+vfvryVLlthep8WLF+uYY47RHXfc0WaQhmQEzIwdO1YDBgywvN0XLFigo48+Wtdff70++OCDiL8ze/bs0fvvv6977rlH/fr10zvvvGNp/QDCI0wDAAAAAJB8rI6EvWaFvfVIFvV10sTx0sJ54Rs+NDUarz92tzF/ssrzSyOKpdvul+6aaPwdUexso+FItk+zvQ+8QuL7BSBSVkelquSheUKxo6NDLK4Js3KsrWN/4fbhkputLe/qcdHVJ1pWP5fDesa3c8vm9hsOhfTNOmvlisdE3kG+d5ExSi7swWcPrxkyPHzYUDiM9g4AAGKJa2x34PlYePF4PgMAbrRqqbVyX31ubz2QnLhWARBDp5xyih566KGg6Q899JDefPPNiJfT0NCgyy67TOXl5a2m9+jRQ88++6zl+j3yyCMqKSnRrl27TJV78803NWjQIG3cuNHyul955RUdd9xxmjdvnqXyGzdu1MiRI/Xggw9arsO+duzYocGDB2vGjBm2LM8uTzzxhC6//HJTAQ5VVVW69NJLNWfOnFbTZ8+eraFDh5oKGWhsbNStt96qxx9/POIy+/vqq680cOBATZo0SQ0NDabL7969W3fffbcuvfRS2wJOHnvsMY0cOdJ0KMwHH3yg008/XTt37rSlHomqsbFRl112mf74xz+a2ubNzc16/PHHdfXVV5taX11dnUaOHKkJEya0G6zQnvZCMPZXX1+va6+9Vpdffrm2bt1qaZ2vvfaaBg0aZFvoxRtvvKGhQ4dGFFrjNS+++KJOPvlkffKJtaDFVatWaejQofrrX/9qW51mzZqls846y/Q58csvv9TgwYNNHZMlIwTr3HPPbTe0IxJm93cA7TPZogYAAACIo8oKadFbxoOz2mqj802f/kajbxqxADDD6kjYdowsnoxmTo680cPalcb8JXHu4JlMzGwfJ/H9AhCpaEalGlHsTJ1C4fdLbLR0dLCybWNxTdi7yHrj432F24ePGiBl50o1VZEvKztX6nts9HWKhtXPpU//6LZ5tBrNNyCKqpwvU7rlPuN6bcmC0Me+tHRjxObRYxkl10589rAinuf+ltHeF5po2Mpo7wAAIJa4xnYHno8BANrzffiRvx0pB+yLaxUAMXbrrbdq0aJFevXVV/dOa25uVklJiZYuXarDDz+83WXccccdQR2HMzMzNWvWLHXq1MlSvV599VXdeeedraalp6fr5JNPVvfu3ZWdna1vv/1Wn3/+ecjAgQ0bNuicc87RJ598ovz8fFPrnjJlin72s58pEAg98FJhYaH69++v/Px8paam6rvvvtMnn3yiH374odV8zc3N+t3vfqfq6mr96U9/MlWHfTU1Nemiiy7SypWt27Z17dpVxx9/vA466CBJ0rZt2/TVV1+pujo254TXXntN48aNU3Nz895p+fn5Ovnkk9W1a1c1Nzdry5YtWrJkSVCAQCAQ0JVXXqnVq1eroKBAS5Ys0WWXXdYq2CA3N1eDBg1SQUGBMjMztW3bNi1evFh79uwJqsuvf/1rnX322erXr5+p97Bs2TKdffbZQUEwLQ488EAdf/zx6tKli7Kzs/XDDz9o5cqVIUMAXn31VY0YMUILFixQWlqaqXrsa+rUqbrttttaTevYsaNOOukkHXzwwcrOzlZZWZk++uijkPv+l19+qVtuuUVTpkyxXIdEd/311+vll19uNa2goGDv9ykQCGjr1q368MMPQwakTJ8+XWeddZauueaaiNb3u9/9Lig8pkWHDh1UVFSkwsJCdejQQZJUWVmpHTt2aNWqVSottf4bo76+XhdccIHmz58f8vWMjAwNGDBAhx9+uPx+v3bv3q3Nmzfr008/DQoZKS0t1RlnnKFFixbp2GOtt7X54osvdMUVV7Q6JqSkpOjYY49Vz549deCBB6qiokLbtm3T0qU2tDOKoZdffllXXHFF2HPHkUceqX79+qlLly7asWOH1q9frxUrggPxGhsbddNNN6m5uVk33XRTVHV655139NOf/rTV9szKytJJJ52kbt26qUOHDtqxY4c+/fTTkGErW7du1XXXXad3331XKSkp7a5v2bJluvbaa9XU1BT0WkpKio466igdeeSRys/PV2Zmpvbs2aNdu3Zp3bp1WrduHeEZQAwQpgEAAAD3q68L37Bq1VLp9ek0rAJgjtWRsO0aWTyZVJYbx28zliyQLiyhU08sWNk+TknPiHcNAHiF1QCg/3wRm873/H7xjlhcEw4ZLs153nwATChrVoTeh+/9u3RnidQc+qF0Kymp0n1PR1+XaFn5XNLSjQ7p8ZSeIdXVWitnlS/TCJq7sMQIVFmzgoCeWOGzR6Tccu4vHiNt3xrZtRKjvQMAgHjgGjv+eD4GAGhPvcXRoq2WA/bFtQqAOHj22We1YsWKVqPIl5eX67LLLtOiRYvk84W/r//KK6/o8ccfD5r+6KOP6vjjj7dUn927d+uXv/zl3pCGzMxMjR8/XmPHjtWBBx7Yat7GxkbNnz9ft956q9atW9fqtfXr1+vmm2/W9OnTI173p59+ql/84hdBnaFzc3M1ZswY/epXv1JhYWFQuUAgoHfffVd33XWXPvvss1avTZgwQWeccYbOOuusiOuxr2eeeUbbt2/f+++zzz5bf/rTnzRo0KCgzs3Nzc1atGiRpfWYsWvXLv3sZz/bu4369++vBx54QMOHDw8KkqisrNQf/vAHTZo0KWgZ99xzjx555BGNGjVqb2fvHj16aMKECRo5cqQyMzNblamrq9Ojjz6qe+65p1Vn7fr6et16661hQwNCqaio0MiRI0MGaVx22WW67bbbdNJJJ4XsQL5q1Srde++9eumll1pNf//993XvvfdaDk/ZuHGjxo7977OroqIi/fnPf9ZPfvITZWS0ft4eCAT0yiuvaNy4cUGBC1OnTtUvfvELnXrqqSHXM3jw4FZBHDfddJNmzpzZap7Zs2dr8ODB7dY5Ly+v3XncZObMmVqzZs3ef59//vn6/e9/rxNOOCFo3pqaGj322GP64x//GBQucdttt+myyy5TTk7b12Dr1q0LeYw8/vjjde+99+qcc84J2rb7+uGHH/T222/rjTfe0OzZs9t5d639+te/Dvmd6Nu3r+68886w9d+9e7eefPJJPfDAA9q5c2er6cXFxfr888/bfd/hjB07dm9ASVZWlm699VbdfPPNOvjgg0PWo+W4vmzZsr3f+SVLluiiiy5qNW9xcbGeeOKJdteflZVlqd7t2bRpU9gQpvPOO0/33XdfyBCSdevW6b777tNzzz0X9Nrtt9+uU0891fK5dNeuXbriiiv27ruFhYW69957NWrUKGVnZwfN/8477+jGG2/U2rVrW01///33NXPmTI0ePbrddY4bNy4oSKNjx4665557dO2116pz585hy9bX1+vTTz/VnDlz9PLLL2vDhg2RvE0AJhGmAQAAAHerr5Mmjm+7EXhTozHq4vatxohGvszw8wKAFN1I2DBn0XzznUfDjbwO+1nZPk4hTANApKyOLrVpjfH7wsnfC/x+8ZZYXBPm5UuDzpSWvG1+PfsLt+/7fMZ/kYQ8+HxGKEW85eUbHcsXzou8zOBh8e9U1f0I6T/LzJc7/Mjo153nN66PuUaOPT57tMVN535GewcAAF7BNXb88HwMANAeX5ZUtdtaOSBaXKsASa+urk4//PCDLcvq2LFjUBhBKHl5eZo1a5ZOPfVU1db+93nrp59+qttvvz1sB+X169fruuuuC5peXFysG264wXK99w036Ny5s9577z0VFRWFnDc9PV0jRozQmWeeqeLiYr3++uutXn/++ec1evRojRgxot317ty5U5dffnlQp/mioiLNmjVLffr0CVs2NTVVw4YN049+9CPdeOONeuqpp/a+FggEdNVVV+nrr78O2YG5PfsGaTzyyCO64447ws6bkpKi008/3fQ6zKqoqNj7/z/96U/17LPPhg0EyMvL08SJE9WpUyfde++9rV57/vnnVVlZuTcMYtiwYfq///s/dejQIeSyMjMz9bvf/U6HHHKIrrnmmlavLViwQBs3blSPHj0ieg/XXXedNm3a1Gqa3+/XtGnT2t1f+vXrpxdffFHDhw/XL3/5SzU2/vd51IQJE3TRRRdp4MCBEdVjX5s3b977/z/72c80efJkpaeHbtuQmpqqUaNGaeDAgRo8eLC+++67Vq///e9/DxumkZGR0apTe6jjRF5eXpsd372qJUgjPT1df/vb33T99deHnTc7O1t33XWXjjnmGF100UV7w2Mk4zvw4osv6tprr21zfTNnzgwKFxg+fLhef/31NoOKWnTu3FlXXHGFrrjiCpWXl2vWrFntlpGMMJRQIR6/+tWv9Je//KXNc0PHjh31m9/8RiNHjtSIESNahSusXr1ad999tx577LGI6rG/luNZQUGB3n77bR1zzDFt1qPle+T3/7edTKgAl8zMzLjtr83Nzbrqqqu0a9euoNcmTpyocePGhS175JFHaurUqTr33HN15ZVXttpXGhoa9NOf/lTLli2zdO7Y9zg9YsQIvfjii8rNzQ07/9lnn60lS5ZoyJAhWr16davXJk+e3G6YxpYtW7R48eJW0zp27KgPP/ywze3cwufz6bTTTtNpp52mBx54QG+88YYOP/zwdssBMCc13hUAAAAA2jRzcuQjT69dacwPAO0ZMtx8J0I3jITtRZEew/e3ZoW99UBoVrePExob2p8HACTro0vV1jj/e4HfL97itWvC77ZJ998iPXqX9OZMqfL/P/x98PbIgjQkY74Hb3esikEqK6Q3Zhh13r/uxWOMhrGR6F1kdPyOt8vCNyZxpBwA93Pbub9ltPeHp0kXXyP1Gyj17Gv8vfgaY3rJOII0AAAAkpXX7oUAAGLvoOBRkR0tB+yLaxUg6c2cOVMHHXSQLf/NmDEj4vUOGDAgZMfrv/71ryE7b9fW1mrUqFFBnYf79Omjp59+2vwbD8Hn82nevHlhgzT2lZ2drRdffFGDBg0Kem38+PERrW/ChAlB4Qq9e/fWe++912aQxr7S09M1efJkXXDBBa2ml5aWaurUqREtI5zx48e3GaQRD2effbamTZsWNkhjX+PHj1fv3r1bTautrdXLL78sSerfv7/mzJkTNkhjX1dffbXOOuusVtOam5v1wgsvRFTvN998U7Nnz241LScnR3Pnzo0oeKXFddddp4ceeqjVtEAgoIcffjjiZYQyatQoPfPMM2GDNPbVq1cvPfroo0HTX375ZdXX10dVj0Q2adKkNoM09nXBBRfo5z//edD0559/vt2y+4cLSNLjjz8eUZDG/vLz8/XLX/6y3fnq6+v1q1/9Kmj6rbfeqieeeCKikCVJOuKIIzRv3jx16tSp1fSnnnqqVeiRWZmZmVqwYEFEAQteMG/evJDb+d57720zSGNfxcXFevLJJ4Omr1mzRtOmTYuqfqeccopmz57dZpBGi86dO+sf//hH0PSFCxdq69atbZZdvHhxq8AZSbrpppssbefU1FRdcMEFOuqoo0yXBdA2wjQAAADgXpXlxiiKZixZ8N8ORQAQTstI2Ga4YSRsLwo3grpT5WCOmz5nwjQARCrSzvehOPl7gd8v3hOLa8LKcunj98ytI5yq3dKG1caobK9OkX5zlfS3P0vbt5hbzvYt0taN9tQpnPo66blJRh1nTzXqvH/dZ06Wrr9TOviwtpd18GHSr/7gjo7fh/Vsv777O/gw6dDIRgAC4DFuPve3jPZ+2/3SXRONvyOKua8BAACQ7Hg+BgBoTz/zo4hLko4+3t56IDlxrQIgjq6//npdddVVQdN/9rOfae3ata2m3Xzzzfriiy9aTcvOztasWbMiCkOIxG233aYTTjgh4vmzsrL01FNPKS0trdX0L774Qh9//HGbZXft2qWnnnqq1bTU1FTNmDFDnTt3jrzSklJSUvTMM88oJ6f1ICmPPfZYUEfjSPXr10+///3vLZV1SlZWlqZOnaqUlJSI5k9PT9d1110X9vWpU6dG3Mlfkn7xi18ETfvkk08iKvvII48ETZswYULIMJb23HbbbTrxxBNbTXv55Ze1efNm08uSjM7szzzzjKkyl19+uQoKClpNq66u1pdffmmpDolu2LBhuuGGG0yVufXWW4Om/fvf/273O/3tt9+2+nfnzp2DQmXs9sILL2jbtm2tpg0YMEB/+ctfTC+rZ8+emjBhQqtp1dXVmjzZ+uAJ99xzj44++mjL5d0mVBDVscceq7vvvtvUcq6//nqdffbZES0/UhkZGXrhhRciCuZpceqpp+qkk04Kmv7pp5+2WW7/fb1lWQDchTANAAAAuNei+VJTo7kyTY3S4vnO1AdAYvHiSNhelJXT/jx2loM5bvqc3VQXAO5mZVSqFk7+XuD3izc5fU1oZb+IVFOjtHSJtbIv2TMiUkj1ddLE8dLCeeHfe1Oj8frvf9l+GMj2LdJf7zWW6wa3PSClRvh4LTVVuuNBZ+sDIH449wMAAMCLeD4GAGiLlWcwaenSacOdqQ+SD9cqAOJo8uTJQZ2cd+/erVGjRqmmpkaSNH36dD39dPCz1v/93/9VUVEUA4PsIycnR3fddZfpckVFRSouLg6a3l44wTPPPKNdu3a1mlZcXKyBA62FbB100EG6+uqrW01bu3atVq9ebWl5N998szIyMiyVdcoVV1yhQw45xFSZc845J+T0s88+W8cdd5ypZQ0bFhw+tWzZsnbLLV26VB988EGraYcffrh+9atfmVr/vu64445W/25qatKbb75paVk33HCDDjjgAFNl0tLSdN555wVN//zzzy3VIdH97ne/M13mqKOO0pFHHtlq2q5du7R+/fo2yzU2Nrb5byc8+uijQdMeeughpUbaxmM/1113nfz+1sFtr732mqVlZWdn68Ybb7RU1o22bNmit99+O2j6hAkTgoKdIvHwww8HTfvqq6/04YcfWqrf6NGjVVhYaLrchRdeGDStveNJqH27oYHBBQG3IUwDAAAA7rV2pbVya1bYWw8AicmXKd1yn3T6ueEbg6SlG6/fOsEdI2F7UaSNHPbXp7+99UBoVrePE9jmACJlZVSqfTn1e4HfL97k9DWh1f3Cad+sc27ZMydH/r5rqiKbb+1KY7lu8MbzUiAQ2byBgPT6dGfrAyB+OPcDAADAi3g+BgBoi5VnMIOHSXn+9ucDIsG1CoA4ysnJ0csvv6wOHTq0mr5ixQrdeOONWrVqlcaMGRNU7pprrtG1115rWz0uvvhidezY0VLZkpKSoGn7hyfsb+7cuREtx4zhw4ODthYvXmx6OWlpaRo9enRUdXHCJZdcYrrMUUcdFbJD/8iRI00vy+/3B4V5fPvtt2pubm6zXKhtPXr0aKWnWxzQRkawx/7vy8q2lqRRo0ZZKnfssccGTfv2228tLSuRde7cWUOHDrVU1spn3LVr11b/3rlzZ8jwBbts3bpVK1e2fn57yCGH6KyzzrK8zKysLJ1xxhmtpi1btkzV1dWmlzVixAh16tTJcl3cZtGiRUHHnIMPPlg//vGPLS1vwIAB6t8/uA3xwoULLS0vlseT/fd1SXrppZcsrR+Ac6xf7QAAAABOqzV/o0GStHG19OZMY9QDHtYCaIsvUyoZJ11YYowMu2aFcezJyjE69nMcid6Q4dKc582N1svINbFjZftEJEVS2w/nWmGbwy0qK6RFbxkdIzkfuFvxGOmT96W6WvNl9+xqfx4rrP5+sVouWTnxPXXymtCt27cxghEQrHzWleXSkgX21rXFkgXGNorn8djK+2ur3px3AG/j3I8WHM8BAIDX8HwMANCW4jHS9q2RBYn2LpJGj3W+TkguXKsASevqq6/WlClT4lqHvn376qmnntIVV1zRavqzzz6rOXPmqKqq9WABRUVF+tvf/mZrHUaMGGG57FlnnaWsrCzV1v63LcX69eu1Y8cOHXjggUHzNzQ06OOPP241LSMjQ2eeeablOkjSwIEDg6Z99NFHuv76600t56ijjtIBBxwQVV2ccMopp5guk5WVpY4dO6qysjLqZUnSQQcd1KqDdyAQ0O7du9v8vEJ1Sg8VfGKG3+9XYWGhNmzYsHfaRx99ZHo5eXl5Ovrooy3VoaCgIGja/p8zpFNPPVUpKSmWylr5jE855ZSgMJ+rrrpKM2fO1I9+9CNL9WhLqP07VNiLWQMHDtTs2bP3/ruhoUGfffaZTj/9dFPLGTRoUFT1cJsPP/wwaNq5556rtLQ0y8u86KKLtGJF64EpQq0nEoMHD7ZUzuq+vr8ZM2aoZ8+e+v3vfy+fjwBAwA0I0wAAAIB7ZeVYK1dTLb06xRj9dfAw46EtKfQA2pLnl0YUG//BXi0j1yycF3kZRq6JHSvb5+DDpO9LQwdwpKUbyws0SYtNpIizzRFv9XXSzMlGh+f99+1VS7mudCNfptSxk1S33XzZGoc6sFr9/WK1XLKJxffUiWtCt27f9Izwr0XzWS+a70BI1//X1Gg0mo3nNbuV9xeq3px3gMTAuR8czwEAgNfxfAwAEIovU7rhHunB26XtW8LPd/Bh0q/+wG9eOIdrFQBxMnr0aC1atEhPPvlkq+k//PBDq3936NBBs2bNUnZ2tq3rHzBggOWyaWlpKioq0r///e9W05cuXaphw4YFzf/FF18EBYQceeSRysho43lyBEIFd+wb/BCp/v37R1UPJ+Tm5srvt9bOLVSYxqGHHmp5WfvbtWtX2DCN5ubmkCEXVgMs9nXggQe2CtMoLS01vYxu3bpZDnoI9Z537XJooB0Ps7qvSdY+46uuukoPP/ywAoHA3mllZWU688wzNXjwYF111VU677zz1K1bN8v12teSJUuCptm1f+8vUY5n0Vi2bFnQtFBBSmaEKr906VLTy8nJybF8nLayr/fp00eDBg0KCqeaMGGC/vnPf+rqq6/WxRdfrBNOOCHqcBcA1vHtAwAAgHv1LoqufFOj0Tn4sbuNhs0AgPgoHhP5MZ2Ra2LP7Pb5w/9KD0+TLr5G6jdQ6tnX+HvxNcb0knHSFTeyzeEd9XXSxPHGdWO4DtJcV7qTxYfoslisXVZ/v/RJrIeljvDy9zTa37VOOfzI0NOj/awjGakwGmtWtD+Pk6y+v33r7eX9GUBrnPuTG8dzAAAAAECiqq+T/vbntoM0JOP1v97Lb14AQEJ67LHHdPzxx7c5z9NPP60+ffrYut7U1FT17t07qmX07ds3aNr3338fct4tW4LP96tWrVJKSkpU/+Xm5gYtt7y83PR7CdWJPd46depkuWxaWpptywu1rMbG8ANDVFRUaM+ePUHTu3TpEvX23j+8pba2VtXV5ga6sdrxXZLS04PHmm/rs0hWsf6M+/XrpxtvvDHka0uWLNGYMWN06KGH6sgjj9S1116rv//97/rqq68s1zHU8ew3v/lN1Pt3qPeQKMezaIQ6r/Tr1y+qZYYKP9k/yCoS8TiePProo/L5goMmS0tL9eCDD+rkk0/WgQceqBEjRui+++7Te++9p5qaGsv1BGAeYRoAAABwryHDjRHuo7V2pTFCIAAgPnyZ0i33SaefG/64npZuvH7rBEauiTUr26dlBJjb7pfummj8HVFsTLe6TCBeZk6OvHM015XukhPc+CIi2RbLtcfK75e0dOm04c7UJ5F4+Xtq1+9au112fejp0X7WteYaxJjm9PKdWv++5by8PwNobchw8+FeKSmc+xMFx3MAAAAAQKLiNy8AAMrMzNSsWbNChkJI0tixY1VcXGz7ejt06BD1qPWhwhl27twZcl4rHcKtqqioMF3mgAMOcKAm0QnV0dpNywsnlttaMr+9Y/U5JLN4fMaPPvqoRo8e3eY869ev15QpUzRmzBgdc8wx6tq1q6688kq98cYbamhoiHhdHM9iK9R5JZqwISl0CEZdXZ3p0Il47OunnHKKpk+fruzs7LDz7Ny5U3PnztU999yjs846S506ddIZZ5yhxx9/XN99910MawskJ8I0AAAA4F55+dLgYfYsa8kCqdL8jQsAgE18mVLJOOnhadLF10j9Bko9+xp/L77GmF4yjlCFeHFi+7DN4QWV5cZ1ohlcV7pHrsWHjLkd7a1HCyu/XwYP+28QEULz+vfUzt+1durYKXiaHZ91Vk5U1WqX08t3av0t5by+PwMADBzPAQAAAACJit+8AADstXTpUlVVVYV87aijjnJknR07Rt+eIVSHbTeEaZjpFN+CgAX7xDpMw8r2RuJJT0/XCy+8oKlTp6p79+4RlSkrK9Pzzz+v888/X4cffrgef/xx1dfXt1uO41lshTqvRBsYEq68lfCSeBg1apQ+++wznXvuuRHNX19fr4ULF2rcuHE69NBDdd1112nTpk3OVhJIYoRpAAAAwN2Kx0i9i6JfTlOjtHh+9MsBAEQnzy+NKJZuu1+6a6Lxd0QxHYndwontwzaHmy2ab1wnmsF1pXtY/Z3Qp7+99diXmd8vvYuk0WOdq0uiiOX3tLJCemOG9Ohd0v23GH/fnBl9I2C7ftfaKdTnY8dn7fT7dPL7G4lojzucd4DEsmi+1NxsrkxzM9/pRMDxHAAAIPE4dV8IALyG37wAAEiSvv76a1133XVhX//1r3+tzz//3Pb1RtJhvD11dXVB0zIzM0POS+BB8mBbI55KSkq0bt06vfLKKxo5cqQ6deoUUbnS0lKNGzdOp556qjZu3NjmvOzjseXzBQ+iF+05LFz5cOcwN+rXr5/mzp2r5cuX6/bbb9eRRx4ZUbnGxkY9++yzKioq0gsvvOBwLYHklFiRRgAAAEg8vkzplvukmZONkQzMPrDd15oVRuddAAAAQJLWrrRWjutKdxgyXJrzvLnfCGnp0mnDnatTJL9f0tKlwcOMII2M4AeL2E8svqf1deG32aql0uvTo9tmdv6utUuoz8eOz9rK9zJSTn9/IxHtcYfzDpBY+E4nL7Y9AABA4nD6vhAAeA2/eQEAUF1dnUaNGqVdu3a1O8/SpUsj7hQeibbWGanKysqgaX5/6EGPcnJygqYdf/zxeuutt6Kux/7S0tJsXyYiF2pbS9LWrVsd6aien59v+zLhbT6fTyNHjtTIkSMVCAT0xRdfaMmSJfrwww+1aNEibdu2LWzZzz//XGeffbY+/vhjHXTQQSHnCbWPP/LII7rmmmvsegttrivZ+P1+VVVVtZoW7Tks1PkrJSXF1vNsrPTv319/+ctf9Je//EXffvutFi1apI8++kiLFi3S8uXL1dTUFLLcnj17dOWVV8rn8+nSSy+Nca2BxEaYBgAAANzPlymVjJMuLDFGMnhrllRT1X65/dVW2183AAAAeJfV60OuK90hL99oyL5wXuRlBg+T8kI3ErHN/r9f1qww9pmsHKlPf6NTvdN1SCROf0/r66SJ49tuINzUaOxn27caoRg+Cw1J9t0vfnNV/AM1Qn0+dnzWVr6XkYrF97c90R53OO8AiYXvdPJi2wMAACSGWN0XAgAv4TcvAAC6+eabtWzZslbTcnNz5fP5VFFRsXfaxo0bde211+rVV1+1bd11dXWqqKgIG34Rie3btwdNC9cRuaCgIGjarl271LlzZ8vrhzuF2taS0VGd7Y1YS01N1cCBAzVw4EDddNNNkqSvv/5ab7zxhmbMmKFPPvkkqMyGDRt011136emnnw65zIKCAq1YsaLVtPr6evZvh/j9fm3durXVtFDnHzNCle/YsaPnw5gOOeQQXX755br88sslSbt379bbb7+t2bNn6+WXX1ZtbW2r+ZubmzVmzBidc845OuCAA+JRZSAhpca7AgAAAEDE8vzGKAY9+lgrn0UKKAAAAPZh9fqQ60r3KB4j9S6KbN7eRcYIkrHS8vvltvuluyYaf0cUxz8MwGuc/p7OnBz5SHtrVxrzRyPPL2VlR7cMO4T6fOz6rM18L7NzI5sv1t/ftkRz3OG8AyQWvtPJi20PAACQGGJ9XwgAvIDfvACAJPf888/rqaeeCpr+97//XVOnTlVKSkqr6bNnz9ajjz5qax2++OIL28sfccQRIec98sgjg6aVlpaqqakpqjrAfbp27aqOHTsGTd+yZUscagME69Wrl8aNG6ePP/5YixcvDnncmjJlinbu3BmyfKjjGfu3cw4//PCgadGev5YuXRrReryuY8eOuuSSSzRt2jRt2bJFV111VdA8O3bs0HPPPReH2gGJizANAAAAeE+knVb216e/vfUAAACAt3Fd6X2+TGNEyNPPldLSQ8+Tlm68fusEKcMX2/ohek5+TyvLpSULzC13yQKpsqL9+dpyiE0PetPSpcLgxgARCfX52PVZm/lePjjFe9/faI47nHeAxMJ3Onmx7QEAALwvXveFAMDt+M0LAEhiq1ev1i9/+cug6b/4xS/005/+VOeff77uuOOOoNd/+9vf6uOPP7atHtEs69tvvw3qPN6hQwcdffTRIecvKipSVlZWq2l79uzR559/brkOcKeUlBSdeOKJQdM/+OCDONQGaNvgwYP1zjvvKDe39QAtjY2NYffZk046KWga+7dzBg0aFDQt2nNhqPKnnHJKVMt0u86dO+u5557T+eefH/Tau+++G4caAYmLMA0AAAB4z5Dh4TushJOWLp023Jn6AAAAwJu4rkwMvkypZJz08DTp4mukfgOlnn2NvxdfY0wvGeeejvgwx8nv6aL5UlOjuWU3NUqL55srs79De1gr5z8oeN++6V77Ph87P+tIv5e5Hb35/bV63OG8AyQWvtPJi20PAADgffG6LwQAbsdvXgBAkqqurtall16qqqqqVtOPO+44TZo0ae+/77//fp122mmt5mloaNDll1+u8vJyW+oyY8YMW8uecMIJSktLCzm/z+fTmWeeGTT99ddft1wHuNePf/zjoGnJvq3T04OvfQOBQBxqgv0dfvjhIQMGvvnmm5Dzn3POOUpNbd1V+j//+Y/WrVvnSP3iwU3766mnnho07d1339X3339vaXm1tbV65ZVXIlpPIrrxxhuDpoXb1wFYY/JuFwAAAOACefnS4GHSwnmRlxk8TMrzO1cnAAAQWmWFtOgtae1KqbZaysoxRiY6bTjnZsQf15WJZfdOafVyafN6qbFBSs8wph97MtvMy5z8nq5daa1Oa1ZII4qtlZWk77ZZK1dwmHTb/cHT7fp8nPis8/zGZ9Xe5xXpfG5jtt6cd4DEwnc6ebHtAQAAvC9e94UAwO34zQskJtptuAfbwrVuuOEGffXVV62mHXDAAZo1a5aysrL2TktPT9fMmTM1YMCAVh2GN2/erKuuukpvvPGGUlJSoqrLypUrtXjx4qDQjvY0Njbq6aefDpo+cuTINsv99Kc/1dy5c1tN++tf/6o77rhDnTp1MlUHuNvll1+u3/3ud2pqato7bcmSJfrXv/6loUOHxq9icdSxY8egaTU1NXGoCUIpLCwMmlZdXR1y3q5du+qss87SggULWk2fMGGCpkyZ4kDtYs9N++spp5yiAw88UDt27Ng7reU8dNddd5le3vPPP6+dO3e2mpaRkaFzzjkn2qp6gpl9HYA1qe3PAgAAALhQ8Ripd1Fk8/YukkaPdbY+AACgtfo66blJ0m+ukmZPlVYtlTasNv6+OsWY/twkqaE+3jVFsuO60vv27JLGXy/9caz0n2VS1W6prtb4u2qpMX389VL1nnjXFFY59T2ttfjQ0Wo5p9ZbPEY68pjIlnHkMW1/PhwTnVc8Rjri6MjmPeJoPmPA7ThuJi+2PQAAgLfF674QAHgBv3mBxEG7DfdgW7jaP/7xD02dOjVo+jPPPKMjjjgiaHq3bt00ffp0paa27pI3d+5cPfTQQ7bU6aabbmoVeBCJSZMmac2aNa2m5eTkqKSkpM1yo0aN0mGHHdZqWmVlpW688UZT64f7de/eXZdeemnQ9BtuuEGVlZVxqFH8HXDAAUHTvv322zjUBKFs2xY8WE1BQUHY+W+77bagadOnT9e8eSbCAl3MTftrVlaWfv7znwdNf+CBB0Jut7bs3LkzZADHqFGj2tzeicTsvg7APMI0AAAA4E2+TOmW+6TTz5XS0kPPk5ZuvH7rBCnDF9v6AQCQzOrrpInjjRGLmhpDz9PUaLz+2N3G/EC8cF3pbXt2Sb+7Vtq+pe35tm+R7rzamB/e49T3NCvHWn2slnNyvc3NkS2jubnteTkmxkako1GlpES+bQHEB8fN5MW2BwAA8LZ43RcCAC/gNy+QGGi34R5sC1dbsWKFbrrppqDpv/rVrzRq1Kiw5c4555yQHX/Hjx+vRYsWRV2vL774QjfccEPE87/33nu6++67g6ZfffXVysvLa7NsRkaGHnzwwaDpL7zwgm6//XbToR7727Jli6ZNmxbVMmC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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cc.pl.draw_area(\"chr2\", 3116481, 3125943, 15000, peak_data, SP1, \"mm10\", bg, font_size=2, plotsize = [1,1,3],\n", " figsize = (30,10), peak_line = 3, save = False, bins = 500, example_length = 1000)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "4acb9735-fa4c-4c7d-bbdb-ccd53eefd1a5", "metadata": {}, "source": [ "We can also visualize our data directly in the [WashU Epigenome Browser](http://epigenomegateway.wustl.edu/browser/). This can be useful for overlaying your data with other published datasets. Please note that this link only valid for 24hrs, so you will have to rerun it if you want to use it after this time period." ] }, { "cell_type": "code", "execution_count": 11, "id": "71b0b1ef-343b-462d-92fc-b08958e7b247", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "All qbed addressed\n", "All bed addressed\n", "Uploading files\n", "Please click the following link to see the data on WashU Epigenome Browser directly.\n", "https://epigenomegateway.wustl.edu/browser/?genome=mm10&hub=https://companion.epigenomegateway.org//task/a4f06270936d67281d4c9aa3065922e2/output//datahub.json\n" ] } ], "source": [ "qbed= {\"SP1\":SP1, \"bg\":bg}\n", "bed = {'PEAK':peak_data}\n", "cc.pl.WashU_browser_url(qbed, bed, genome = 'mm10')" ] }, { "attachments": {}, "cell_type": "markdown", "id": "0dc21f74-3b8f-4941-a39e-a7fffca81c77", "metadata": {}, "source": [ "Pycallingcards can be used to visual peak locations acorss the genome to see that the distribution of peaks is unbiased and that all chromosomes are represented." ] }, { "cell_type": "code", "execution_count": 12, "id": "7c469df4-2b60-4583-9097-545f14fe0e87", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cc.pl.whole_peaks(peak_data, linewidth = 1, reference = \"mm10\")" ] }, { "attachments": {}, "cell_type": "markdown", "id": "cf42739c-0efd-4769-949f-0c550880473f", "metadata": {}, "source": [ "We can next use HOMER to look for motifs that are overrepresented under the peaks. Here, we expect to find the SP1 motif." ] }, { "cell_type": "code", "execution_count": 13, "id": "dbbc5d31-52fc-430d-84ec-3d6b3cfd06ea", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There is no save_name, it will save to temp_Homer_trial.bed and then delete.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n", "\tPosition file = temp_Homer_trial.bed\n", "\tGenome = mm10\n", "\tOutput Directory = Homer/peak\n", "\tFragment size set to 1000\n", "\tUsing 12 CPUs\n", "\tWill not run homer for de novo motifs\n", "\tFound mset for \"mouse\", will check against vertebrates motifs\n", "\tPeak/BED file conversion summary:\n", "\t\tBED/Header formatted lines: 10744\n", "\t\tpeakfile formatted lines: 0\n", "\n", "\tPeak File Statistics:\n", "\t\tTotal Peaks: 10744\n", "\t\tRedundant Peak IDs: 0\n", "\t\tPeaks lacking information: 0 (need at least 5 columns per peak)\n", "\t\tPeaks with misformatted coordinates: 0 (should be integer)\n", "\t\tPeaks with misformatted strand: 0 (should be either +/- or 0/1)\n", "\n", "\tPeak file looks good!\n", "\n", "\tBackground files for 1000 bp fragments found.\n", "\tCustom genome sequence directory: /home/juanru/miniconda3/share/homer/.//data/genomes/mm10//\n", "\n", "\tExtracting sequences from directory: /home/juanru/miniconda3/share/homer/.//data/genomes/mm10//\n", "\tExtracting 680 sequences from chr1\n", "\tExtracting 873 sequences from chr2\n", "\tExtracting 561 sequences from chr3\n", "\tExtracting 698 sequences from chr4\n", "\tExtracting 682 sequences from chr5\n", "\tExtracting 540 sequences from chr6\n", "\tExtracting 670 sequences from chr7\n", "\tExtracting 535 sequences from chr8\n", "\tExtracting 609 sequences from chr9\n", "\tExtracting 557 sequences from chr10\n", "\tExtracting 768 sequences from chr11\n", "\tExtracting 469 sequences from chr12\n", "\tExtracting 427 sequences from chr13\n", "\tExtracting 413 sequences from chr14\n", "\tExtracting 422 sequences from chr15\n", "\tExtracting 396 sequences from chr16\n", "\tExtracting 453 sequences from chr17\n", "\tExtracting 366 sequences from chr18\n", "\tExtracting 325 sequences from chr19\n", "\tExtracting 299 sequences from chrX\n", "\tExtracting 1 sequences from chrY\n", "\t\t1 of 10744 removed because they had >70.00% Ns (i.e. masked repeats)\n", "\n", "\tNot removing redundant sequences\n", "\n", "\n", "\tSequences processed:\n", "\t\tAuto detected maximum sequence length of 1001 bp\n", "\t\t10743 total\n", "\n", "\tFrequency Bins: 0.2 0.25 0.3 0.35 0.4 0.45 0.5 0.6 0.7 0.8\n", "\tFreq\tBin\tCount\n", "\t0.3\t2\t6\n", "\t0.35\t3\t180\n", "\t0.4\t4\t932\n", "\t0.45\t5\t2120\n", "\t0.5\t6\t2862\n", "\t0.6\t7\t3871\n", "\t0.7\t8\t717\n", "\t0.8\t9\t55\n", "\n", "\tTotal sequences set to 50000\n", "\n", "\tChoosing background that matches in CpG/GC content...\n", "\tBin\t# Targets\t# Background\tBackground Weight\n", "\t2\t6\t22\t0.997\n", "\t3\t180\t658\t1.000\n", "\t4\t932\t3406\t1.000\n", "\t5\t2120\t7747\t1.000\n", "\t6\t2862\t10458\t1.000\n", "\t7\t3871\t14145\t1.000\n", "\t8\t717\t2620\t1.000\n", "\t9\t55\t201\t1.000\n", "\tAssembling sequence file...\n", "\tNormalizing lower order oligos using homer2\n", "\n", "\tReading input files...\n", "\t50000 total sequences read\n", "\tAutonormalization: 1-mers (4 total)\n", "\t\tA\t25.47%\t25.72%\t0.990\n", "\t\tC\t24.53%\t24.28%\t1.010\n", "\t\tG\t24.53%\t24.28%\t1.010\n", "\t\tT\t25.47%\t25.72%\t0.990\n", "\tAutonormalization: 2-mers (16 total)\n", "\t\tAA\t7.69%\t7.08%\t1.087\n", "\t\tCA\t6.98%\t7.64%\t0.914\n", "\t\tGA\t6.16%\t6.34%\t0.972\n", "\t\tTA\t4.64%\t4.66%\t0.996\n", "\t\tAC\t5.10%\t5.36%\t0.951\n", "\t\tCC\t7.22%\t7.02%\t1.029\n", "\t\tGC\t6.05%\t5.57%\t1.087\n", "\t\tTC\t6.16%\t6.34%\t0.972\n", "\t\tAG\t7.55%\t7.89%\t0.957\n", "\t\tCG\t2.78%\t1.74%\t1.598\n", "\t\tGG\t7.22%\t7.02%\t1.029\n", "\t\tTG\t6.98%\t7.64%\t0.914\n", "\t\tAT\t5.13%\t5.38%\t0.953\n", "\t\tCT\t7.55%\t7.89%\t0.957\n", "\t\tGT\t5.10%\t5.36%\t0.951\n", "\t\tTT\t7.69%\t7.08%\t1.087\n", "\tAutonormalization: 3-mers (64 total)\n", "\tNormalization weights can be found in file: Homer/peak/seq.autonorm.tsv\n", "\tConverging on autonormalization solution:\n", "\t...............................................................................\n", "\tFinal normalization:\tAutonormalization: 1-mers (4 total)\n", "\t\tA\t25.47%\t25.41%\t1.002\n", "\t\tC\t24.53%\t24.59%\t0.998\n", "\t\tG\t24.53%\t24.59%\t0.998\n", "\t\tT\t25.47%\t25.41%\t1.002\n", "\tAutonormalization: 2-mers (16 total)\n", "\t\tAA\t7.69%\t7.40%\t1.040\n", "\t\tCA\t6.98%\t7.14%\t0.977\n", "\t\tGA\t6.16%\t6.21%\t0.992\n", "\t\tTA\t4.64%\t4.67%\t0.995\n", "\t\tAC\t5.10%\t5.16%\t0.989\n", "\t\tCC\t7.22%\t7.21%\t1.001\n", "\t\tGC\t6.05%\t6.01%\t1.007\n", "\t\tTC\t6.16%\t6.21%\t0.992\n", "\t\tAG\t7.55%\t7.58%\t0.996\n", "\t\tCG\t2.78%\t2.65%\t1.049\n", "\t\tGG\t7.22%\t7.21%\t1.001\n", "\t\tTG\t6.98%\t7.14%\t0.977\n", "\t\tAT\t5.13%\t5.28%\t0.972\n", "\t\tCT\t7.55%\t7.58%\t0.996\n", "\t\tGT\t5.10%\t5.16%\t0.989\n", "\t\tTT\t7.69%\t7.40%\t1.040\n", "\tAutonormalization: 3-mers (64 total)\n", "\tFinished preparing sequence/group files\n", "\n", "\t----------------------------------------------------------\n", "\tKnown motif enrichment\n", "\n", "\tReading input files...\n", "\t50000 total sequences read\n", "\t440 motifs loaded\n", "\tCache length = 11180\n", "\tUsing binomial scoring\n", "\tChecking enrichment of 440 motif(s)\n", "\t|0% 50% 100%|\n", "\t=================================================================================" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Finished!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n", "\tPreparing HTML output with sequence logos...\n", "\t\t1 of 440 (1e-529) Sp5(Zf)/mES-Sp5.Flag-ChIP-Seq(GSE72989)/Homer\n", "\t\t2 of 440 (1e-371) Sp2(Zf)/HEK293-Sp2.eGFP-ChIP-Seq(Encode)/Homer\n", "\t\t3 of 440 (1e-365) KLF14(Zf)/HEK293-KLF14.GFP-ChIP-Seq(GSE58341)/Homer\n", "\t\t4 of 440 (1e-354) KLF1(Zf)/HUDEP2-KLF1-CutnRun(GSE136251)/Homer\n", "\t\t5 of 440 (1e-294) Sp1(Zf)/Promoter/Homer\n", "\t\t6 of 440 (1e-258) KLF3(Zf)/MEF-Klf3-ChIP-Seq(GSE44748)/Homer\n", "\t\t7 of 440 (1e-251) Maz(Zf)/HepG2-Maz-ChIP-Seq(GSE31477)/Homer\n", "\t\t8 of 440 (1e-229) KLF5(Zf)/LoVo-KLF5-ChIP-Seq(GSE49402)/Homer\n", "\t\t9 of 440 (1e-221) KLF6(Zf)/PDAC-KLF6-ChIP-Seq(GSE64557)/Homer\n", "\t\t10 of 440 (1e-154) Klf9(Zf)/GBM-Klf9-ChIP-Seq(GSE62211)/Homer\n", "\t\t11 of 440 (1e-110) Klf4(Zf)/mES-Klf4-ChIP-Seq(GSE11431)/Homer\n", "\t\t12 of 440 (1e-94) TATA-Box(TBP)/Promoter/Homer\n", "\t\t13 of 440 (1e-74) KLF10(Zf)/HEK293-KLF10.GFP-ChIP-Seq(GSE58341)/Homer\n", "\t\t14 of 440 (1e-63) Egr1(Zf)/K562-Egr1-ChIP-Seq(GSE32465)/Homer\n", "\t\t15 of 440 (1e-58) E2F3(E2F)/MEF-E2F3-ChIP-Seq(GSE71376)/Homer\n", "\t\t16 of 440 (1e-53) Zfp281(Zf)/ES-Zfp281-ChIP-Seq(GSE81042)/Homer\n", "\t\t17 of 440 (1e-52) WT1(Zf)/Kidney-WT1-ChIP-Seq(GSE90016)/Homer\n", "\t\t18 of 440 (1e-50) Lhx3(Homeobox)/Neuron-Lhx3-ChIP-Seq(GSE31456)/Homer\n", "\t\t19 of 440 (1e-47) Nkx6.1(Homeobox)/Islet-Nkx6.1-ChIP-Seq(GSE40975)/Homer\n", "\t\t20 of 440 (1e-47) ZNF467(Zf)/HEK293-ZNF467.GFP-ChIP-Seq(GSE58341)/Homer\n", "\t\t21 of 440 (1e-45) RFX(HTH)/K562-RFX3-ChIP-Seq(SRA012198)/Homer\n", "\t\t22 of 440 (1e-43) Znf263(Zf)/K562-Znf263-ChIP-Seq(GSE31477)/Homer\n", "\t\t23 of 440 (1e-42) Hoxa13(Homeobox)/ChickenMSG-Hoxa13.Flag-ChIP-Seq(GSE86088)/Homer\n", "\t\t24 of 440 (1e-40) Lhx1(Homeobox)/EmbryoCarcinoma-Lhx1-ChIP-Seq(GSE70957)/Homer\n", "\t\t25 of 440 (1e-39) Mef2c(MADS)/GM12878-Mef2c-ChIP-Seq(GSE32465)/Homer\n", "\t\t26 of 440 (1e-38) CHR(?)/Hela-CellCycle-Expression/Homer\n", "\t\t27 of 440 (1e-37) Rfx2(HTH)/LoVo-RFX2-ChIP-Seq(GSE49402)/Homer\n", "\t\t28 of 440 (1e-37) Isl1(Homeobox)/Neuron-Isl1-ChIP-Seq(GSE31456)/Homer\n", "\t\t29 of 440 (1e-37) Dlx3(Homeobox)/Kerainocytes-Dlx3-ChIP-Seq(GSE89884)/Homer\n", "\t\t30 of 440 (1e-36) En1(Homeobox)/SUM149-EN1-ChIP-Seq(GSE120957)/Homer\n", "\t\t31 of 440 (1e-36) X-box(HTH)/NPC-H3K4me1-ChIP-Seq(GSE16256)/Homer\n", "\t\t32 of 440 (1e-35) Mef2d(MADS)/Retina-Mef2d-ChIP-Seq(GSE61391)/Homer\n", "\t\t33 of 440 (1e-33) E2F6(E2F)/Hela-E2F6-ChIP-Seq(GSE31477)/Homer\n", "\t\t34 of 440 (1e-33) DLX5(Homeobox)/BasalGanglia-Dlx5-ChIP-seq(GSE124936)/Homer\n", "\t\t35 of 440 (1e-32) LHX9(Homeobox)/Hct116-LHX9.V5-ChIP-Seq(GSE116822)/Homer\n", "\t\t36 of 440 (1e-31) E2F4(E2F)/K562-E2F4-ChIP-Seq(GSE31477)/Homer\n", "\t\t37 of 440 (1e-31) EKLF(Zf)/Erythrocyte-Klf1-ChIP-Seq(GSE20478)/Homer\n", "\t\t38 of 440 (1e-31) BMYB(HTH)/Hela-BMYB-ChIP-Seq(GSE27030)/Homer\n", "\t\t39 of 440 (1e-30) DLX2(Homeobox)/BasalGanglia-Dlx2-ChIP-seq(GSE124936)/Homer\n", "\t\t40 of 440 (1e-30) Lhx2(Homeobox)/HFSC-Lhx2-ChIP-Seq(GSE48068)/Homer\n", "\t\t41 of 440 (1e-29) Pitx1(Homeobox)/Chicken-Pitx1-ChIP-Seq(GSE38910)/Homer\n", "\t\t42 of 440 (1e-28) Mef2b(MADS)/HEK293-Mef2b.V5-ChIP-Seq(GSE67450)/Homer\n", "\t\t43 of 440 (1e-28) Elk4(ETS)/Hela-Elk4-ChIP-Seq(GSE31477)/Homer\n", "\t\t44 of 440 (1e-27) DLX1(Homeobox)/BasalGanglia-Dlx1-ChIP-seq(GSE124936)/Homer\n", "\t\t45 of 440 (1e-25) Hoxa11(Homeobox)/ChickenMSG-Hoxa11.Flag-ChIP-Seq(GSE86088)/Homer\n", "\t\t46 of 440 (1e-25) Hoxd13(Homeobox)/ChickenMSG-Hoxd13.Flag-ChIP-Seq(GSE86088)/Homer\n", "\t\t47 of 440 (1e-23) Hoxd11(Homeobox)/ChickenMSG-Hoxd11.Flag-ChIP-Seq(GSE86088)/Homer\n", "\t\t48 of 440 (1e-23) Unknown(Homeobox)/Limb-p300-ChIP-Seq/Homer\n", "\t\t49 of 440 (1e-22) MYB(HTH)/ERMYB-Myb-ChIPSeq(GSE22095)/Homer\n", "\t\t50 of 440 (1e-21) Rfx1(HTH)/NPC-H3K4me1-ChIP-Seq(GSE16256)/Homer\n", "\t\t51 of 440 (1e-19) Nanog(Homeobox)/mES-Nanog-ChIP-Seq(GSE11724)/Homer\n", "\t\t52 of 440 (1e-18) Mef2a(MADS)/HL1-Mef2a.biotin-ChIP-Seq(GSE21529)/Homer\n", "\t\t53 of 440 (1e-18) Arnt:Ahr(bHLH)/MCF7-Arnt-ChIP-Seq(Lo_et_al.)/Homer\n", "\t\t54 of 440 (1e-18) HIF-1b(HLH)/T47D-HIF1b-ChIP-Seq(GSE59937)/Homer\n", "\t\t55 of 440 (1e-17) Gfi1b(Zf)/HPC7-Gfi1b-ChIP-Seq(GSE22178)/Homer\n", "\t\t56 of 440 (1e-17) Egr2(Zf)/Thymocytes-Egr2-ChIP-Seq(GSE34254)/Homer\n", "\t\t57 of 440 (1e-17) Npas4(bHLH)/Neuron-Npas4-ChIP-Seq(GSE127793)/Homer\n", "\t\t58 of 440 (1e-16) CTCF(Zf)/CD4+-CTCF-ChIP-Seq(Barski_et_al.)/Homer\n", "\t\t59 of 440 (1e-14) CEBP(bZIP)/ThioMac-CEBPb-ChIP-Seq(GSE21512)/Homer\n", "\t\t60 of 440 (1e-14) Tbr1(T-box)/Cortex-Tbr1-ChIP-Seq(GSE71384)/Homer\n", "\t\t61 of 440 (1e-13) Elk1(ETS)/Hela-Elk1-ChIP-Seq(GSE31477)/Homer\n", "\t\t62 of 440 (1e-13) Fli1(ETS)/CD8-FLI-ChIP-Seq(GSE20898)/Homer\n", "\t\t63 of 440 (1e-12) AMYB(HTH)/Testes-AMYB-ChIP-Seq(GSE44588)/Homer\n", "\t\t64 of 440 (1e-12) Tcf12(bHLH)/GM12878-Tcf12-ChIP-Seq(GSE32465)/Homer\n", "\t\t65 of 440 (1e-11) JunD(bZIP)/K562-JunD-ChIP-Seq/Homer\n", "\t\t66 of 440 (1e-11) Oct11(POU,Homeobox)/NCIH1048-POU2F3-ChIP-seq(GSE115123)/Homer\n", "\t\t67 of 440 (1e-11) ETV4(ETS)/HepG2-ETV4-ChIP-Seq(ENCODE)/Homer\n", "\t\t68 of 440 (1e-11) STAT6(Stat)/Macrophage-Stat6-ChIP-Seq(GSE38377)/Homer\n", "\t\t69 of 440 (1e-10) CRX(Homeobox)/Retina-Crx-ChIP-Seq(GSE20012)/Homer\n", "\t\t70 of 440 (1e-10) Ronin(THAP)/ES-Thap11-ChIP-Seq(GSE51522)/Homer\n", "\t\t71 of 440 (1e-9) Rbpj1(?)/Panc1-Rbpj1-ChIP-Seq(GSE47459)/Homer\n", "\t\t72 of 440 (1e-9) MYNN(Zf)/HEK293-MYNN.eGFP-ChIP-Seq(Encode)/Homer\n", "\t\t73 of 440 (1e-9) Hnf1(Homeobox)/Liver-Foxa2-Chip-Seq(GSE25694)/Homer\n", "\t\t74 of 440 (1e-9) Myf5(bHLH)/GM-Myf5-ChIP-Seq(GSE24852)/Homer\n", "\t\t75 of 440 (1e-8) Hoxa9(Homeobox)/ChickenMSG-Hoxa9.Flag-ChIP-Seq(GSE86088)/Homer\n", "\t\t76 of 440 (1e-8) HIF2a(bHLH)/785_O-HIF2a-ChIP-Seq(GSE34871)/Homer\n", "\t\t77 of 440 (1e-8) ELF1(ETS)/Jurkat-ELF1-ChIP-Seq(SRA014231)/Homer\n", "\t\t78 of 440 (1e-8) NFY(CCAAT)/Promoter/Homer\n", "\t\t79 of 440 (1e-8) Hoxc9(Homeobox)/Ainv15-Hoxc9-ChIP-Seq(GSE21812)/Homer\n", "\t\t80 of 440 (1e-8) Zfp57(Zf)/H1-ZFP57.HA-ChIP-Seq(GSE115387)/Homer\n", "\t\t81 of 440 (1e-8) NF1-halfsite(CTF)/LNCaP-NF1-ChIP-Seq(Unpublished)/Homer\n", "\t\t82 of 440 (1e-7) Nkx2.2(Homeobox)/NPC-Nkx2.2-ChIP-Seq(GSE61673)/Homer\n", "\t\t83 of 440 (1e-7) GFY(?)/Promoter/Homer\n", "\t\t84 of 440 (1e-7) MyoD(bHLH)/Myotube-MyoD-ChIP-Seq(GSE21614)/Homer\n", "\t\t85 of 440 (1e-7) Stat3+il21(Stat)/CD4-Stat3-ChIP-Seq(GSE19198)/Homer\n", "\t\t86 of 440 (1e-7) STAT6(Stat)/CD4-Stat6-ChIP-Seq(GSE22104)/Homer\n", "\t\t87 of 440 (1e-7) FoxD3(forkhead)/ZebrafishEmbryo-Foxd3.biotin-ChIP-seq(GSE106676)/Homer\n", "\t\t88 of 440 (1e-6) Rfx6(HTH)/Min6b1-Rfx6.HA-ChIP-Seq(GSE62844)/Homer\n", "\t\t89 of 440 (1e-6) E2F1(E2F)/Hela-E2F1-ChIP-Seq(GSE22478)/Homer\n", "\t\t90 of 440 (1e-6) Prop1(Homeobox)/GHFT1-PROP1.biotin-ChIP-Seq(GSE77302)/Homer\n", "\t\t91 of 440 (1e-6) STAT4(Stat)/CD4-Stat4-ChIP-Seq(GSE22104)/Homer\n", "\t\t92 of 440 (1e-6) Tcf21(bHLH)/ArterySmoothMuscle-Tcf21-ChIP-Seq(GSE61369)/Homer\n", "\t\t93 of 440 (1e-6) GLIS3(Zf)/Thyroid-Glis3.GFP-ChIP-Seq(GSE103297)/Homer\n", "\t\t94 of 440 (1e-6) Eomes(T-box)/H9-Eomes-ChIP-Seq(GSE26097)/Homer\n", "\t\t95 of 440 (1e-6) Stat3(Stat)/mES-Stat3-ChIP-Seq(GSE11431)/Homer\n", "\t\t96 of 440 (1e-6) NRF1(NRF)/MCF7-NRF1-ChIP-Seq(Unpublished)/Homer\n", "\t\t97 of 440 (1e-6) ZNF652/HepG2-ZNF652.Flag-ChIP-Seq(Encode)/Homer\n", "\t\t98 of 440 (1e-5) Rfx5(HTH)/GM12878-Rfx5-ChIP-Seq(GSE31477)/Homer\n", "\t\t99 of 440 (1e-5) RORg(NR)/Liver-Rorc-ChIP-Seq(GSE101115)/Homer\n", "\t\t100 of 440 (1e-5) NFAT(RHD)/Jurkat-NFATC1-ChIP-Seq(Jolma_et_al.)/Homer\n", "\t\t101 of 440 (1e-5) Ap4(bHLH)/AML-Tfap4-ChIP-Seq(GSE45738)/Homer\n", "\t\t102 of 440 (1e-5) Fox:Ebox(Forkhead,bHLH)/Panc1-Foxa2-ChIP-Seq(GSE47459)/Homer\n", "\t\t103 of 440 (1e-5) Pitx1:Ebox(Homeobox,bHLH)/Hindlimb-Pitx1-ChIP-Seq(GSE41591)/Homer\n", "\t\t104 of 440 (1e-5) MyoG(bHLH)/C2C12-MyoG-ChIP-Seq(GSE36024)/Homer\n", "\t\t105 of 440 (1e-5) ETV1(ETS)/GIST48-ETV1-ChIP-Seq(GSE22441)/Homer\n", "\t\t106 of 440 (1e-5) NFIL3(bZIP)/HepG2-NFIL3-ChIP-Seq(Encode)/Homer\n", "\t\t107 of 440 (1e-5) NRF(NRF)/Promoter/Homer\n", "\t\t108 of 440 (1e-5) Fos(bZIP)/TSC-Fos-ChIP-Seq(GSE110950)/Homer\n", "\t\t109 of 440 (1e-4) TEAD1(TEAD)/HepG2-TEAD1-ChIP-Seq(Encode)/Homer\n", "\t\t110 of 440 (1e-4) HLF(bZIP)/HSC-HLF.Flag-ChIP-Seq(GSE69817)/Homer\n", "\t\t111 of 440 (1e-4) Tbx5(T-box)/HL1-Tbx5.biotin-ChIP-Seq(GSE21529)/Homer\n", "\t\t112 of 440 (1e-4) NFkB-p65(RHD)/GM12787-p65-ChIP-Seq(GSE19485)/Homer\n", "\t\t113 of 440 (1e-4) HNF1b(Homeobox)/PDAC-HNF1B-ChIP-Seq(GSE64557)/Homer\n", "\t\t114 of 440 (1e-4) BORIS(Zf)/K562-CTCFL-ChIP-Seq(GSE32465)/Homer\n", "\t\t115 of 440 (1e-4) E2F7(E2F)/Hela-E2F7-ChIP-Seq(GSE32673)/Homer\n", "\t\t116 of 440 (1e-4) CRE(bZIP)/Promoter/Homer\n", "\t\t117 of 440 (1e-4) GABPA(ETS)/Jurkat-GABPa-ChIP-Seq(GSE17954)/Homer\n", "\t\t118 of 440 (1e-4) ERG(ETS)/VCaP-ERG-ChIP-Seq(GSE14097)/Homer\n", "\t\t119 of 440 (1e-4) Smad3(MAD)/NPC-Smad3-ChIP-Seq(GSE36673)/Homer\n", "\t\t120 of 440 (1e-4) HIC1(Zf)/Treg-ZBTB29-ChIP-Seq(GSE99889)/Homer\n", "\t\t121 of 440 (1e-4) HOXB13(Homeobox)/ProstateTumor-HOXB13-ChIP-Seq(GSE56288)/Homer\n", "\t\t122 of 440 (1e-4) Hoxd12(Homeobox)/ChickenMSG-Hoxd12.Flag-ChIP-Seq(GSE86088)/Homer\n", "\t\t123 of 440 (1e-4) c-Myc(bHLH)/LNCAP-cMyc-ChIP-Seq(Unpublished)/Homer\n", "\t\t124 of 440 (1e-4) CArG(MADS)/PUER-Srf-ChIP-Seq(Sullivan_et_al.)/Homer\n", "\t\t125 of 440 (1e-4) TEAD3(TEA)/HepG2-TEAD3-ChIP-Seq(Encode)/Homer\n", "\t\t126 of 440 (1e-4) Oct4:Sox17(POU,Homeobox,HMG)/F9-Sox17-ChIP-Seq(GSE44553)/Homer\n", "\t\t127 of 440 (1e-4) OCT:OCT(POU,Homeobox)/NPC-Brn1-ChIP-Seq(GSE35496)/Homer\n", "\t\t128 of 440 (1e-4) Foxo3(Forkhead)/U2OS-Foxo3-ChIP-Seq(E-MTAB-2701)/Homer\n", "\t\t129 of 440 (1e-4) STAT5(Stat)/mCD4+-Stat5-ChIP-Seq(GSE12346)/Homer\n", "\t\t130 of 440 (1e-4) FOXA1(Forkhead)/LNCAP-FOXA1-ChIP-Seq(GSE27824)/Homer\n", "\t\t131 of 440 (1e-4) HIF-1a(bHLH)/MCF7-HIF1a-ChIP-Seq(GSE28352)/Homer\n", "\t\t132 of 440 (1e-3) PBX2(Homeobox)/K562-PBX2-ChIP-Seq(Encode)/Homer\n", "\t\t133 of 440 (1e-3) Phox2a(Homeobox)/Neuron-Phox2a-ChIP-Seq(GSE31456)/Homer\n", "\t\t134 of 440 (1e-3) ZSCAN22(Zf)/HEK293-ZSCAN22.GFP-ChIP-Seq(GSE58341)/Homer\n", "\t\t135 of 440 (1e-3) Atoh1(bHLH)/Cerebellum-Atoh1-ChIP-Seq(GSE22111)/Homer\n", "\t\t136 of 440 (1e-3) RORa(NR)/Liver-Rora-ChIP-Seq(GSE101115)/Homer\n", "\t\t137 of 440 (1e-3) OCT:OCT(POU,Homeobox,IR1)/NPC-Brn2-ChIP-Seq(GSE35496)/Homer\n", "\t\t138 of 440 (1e-3) PRDM15(Zf)/ESC-Prdm15-ChIP-Seq(GSE73694)/Homer\n", "\t\t139 of 440 (1e-3) Fra2(bZIP)/Striatum-Fra2-ChIP-Seq(GSE43429)/Homer\n", "\t\t140 of 440 (1e-3) PU.1-IRF(ETS:IRF)/Bcell-PU.1-ChIP-Seq(GSE21512)/Homer\n", "\t\t141 of 440 (1e-3) Atf2(bZIP)/3T3L1-Atf2-ChIP-Seq(GSE56872)/Homer\n", "\t\t142 of 440 (1e-3) c-Jun-CRE(bZIP)/K562-cJun-ChIP-Seq(GSE31477)/Homer\n", "\t\t143 of 440 (1e-3) OCT:OCT-short(POU,Homeobox)/NPC-OCT6-ChIP-Seq(GSE43916)/Homer\n", "\t\t144 of 440 (1e-3) CEBP:AP1(bZIP)/ThioMac-CEBPb-ChIP-Seq(GSE21512)/Homer\n", "\t\t145 of 440 (1e-3) Oct4(POU,Homeobox)/mES-Oct4-ChIP-Seq(GSE11431)/Homer\n", "\t\t146 of 440 (1e-3) Fra1(bZIP)/BT549-Fra1-ChIP-Seq(GSE46166)/Homer\n", "\t\t147 of 440 (1e-3) Pit1(Homeobox)/GCrat-Pit1-ChIP-Seq(GSE58009)/Homer\n", "\t\t148 of 440 (1e-3) Atf1(bZIP)/K562-ATF1-ChIP-Seq(GSE31477)/Homer\n", "\t\t149 of 440 (1e-3) E-box(bHLH)/Promoter/Homer\n", "\t\t150 of 440 (1e-2) Smad4(MAD)/ESC-SMAD4-ChIP-Seq(GSE29422)/Homer\n", "\t\t151 of 440 (1e-2) STAT1(Stat)/HelaS3-STAT1-ChIP-Seq(GSE12782)/Homer\n", "\t\t152 of 440 (1e-2) Jun-AP1(bZIP)/K562-cJun-ChIP-Seq(GSE31477)/Homer\n", "\t\t153 of 440 (1e-2) FOXA1(Forkhead)/MCF7-FOXA1-ChIP-Seq(GSE26831)/Homer\n", "\t\t154 of 440 (1e-2) JunB(bZIP)/DendriticCells-Junb-ChIP-Seq(GSE36099)/Homer\n", "\t\t155 of 440 (1e-2) IRF3(IRF)/BMDM-Irf3-ChIP-Seq(GSE67343)/Homer\n", "\t\t156 of 440 (1e-2) ZNF675(Zf)/HEK293-ZNF675.GFP-ChIP-Seq(GSE58341)/Homer\n", "\t\t157 of 440 (1e-2) GSC(Homeobox)/FrogEmbryos-GSC-ChIP-Seq(DRA000576)/Homer\n", "\t\t158 of 440 (1e-2) Brn1(POU,Homeobox)/NPC-Brn1-ChIP-Seq(GSE35496)/Homer\n", "\t\t159 of 440 (1e-2) Fosl2(bZIP)/3T3L1-Fosl2-ChIP-Seq(GSE56872)/Homer\n", "\t\t160 of 440 (1e-2) bHLHE40(bHLH)/HepG2-BHLHE40-ChIP-Seq(GSE31477)/Homer\n", "\t\t161 of 440 (1e-2) E2F(E2F)/Hela-CellCycle-Expression/Homer\n", "\t\t162 of 440 (1e-2) Atf7(bZIP)/3T3L1-Atf7-ChIP-Seq(GSE56872)/Homer\n", "\t\t163 of 440 (1e-2) ETS1(ETS)/Jurkat-ETS1-ChIP-Seq(GSE17954)/Homer\n", "\t\t164 of 440 (1e-2) TEAD(TEA)/Fibroblast-PU.1-ChIP-Seq(Unpublished)/Homer\n", "\t\t165 of 440 (1e-2) bHLHE41(bHLH)/proB-Bhlhe41-ChIP-Seq(GSE93764)/Homer\n", "\t\t166 of 440 (1e-2) Brachyury(T-box)/Mesoendoderm-Brachyury-ChIP-exo(GSE54963)/Homer\n", "\t\t167 of 440 (1e-2) SPDEF(ETS)/VCaP-SPDEF-ChIP-Seq(SRA014231)/Homer\n", "\t\t168 of 440 (1e-2) Smad2(MAD)/ES-SMAD2-ChIP-Seq(GSE29422)/Homer\n", "\t\t169 of 440 (1e-2) IRF4(IRF)/GM12878-IRF4-ChIP-Seq(GSE32465)/Homer\n", "\t\t170 of 440 (1e-2) CDX4(Homeobox)/ZebrafishEmbryos-Cdx4.Myc-ChIP-Seq(GSE48254)/Homer\n", "\t\t171 of 440 (1e-2) Tbet(T-box)/CD8-Tbet-ChIP-Seq(GSE33802)/Homer\n", "\t\t172 of 440 (1e-2) Foxo1(Forkhead)/RAW-Foxo1-ChIP-Seq(Fan_et_al.)/Homer\n", "\t\t173 of 440 (1e-2) Tbx21(T-box)/GM12878-TBX21-ChIP-Seq(Encode)/Homer\n", "\t\t174 of 440 (1e-2) Atf3(bZIP)/GBM-ATF3-ChIP-Seq(GSE33912)/Homer\n", "\tSkipping...\n", "\tJob finished - if results look good, please send beer to ..\n", "\n", "\tCleaning up tmp files...\n", "\n" ] } ], "source": [ "cc.tl.call_motif(peaks_frame = peak_data, reference = \"mm10\", save_homer = \"Homer/peak\", \n", " homer_path = \"/home/juanru/miniconda3/bin/\", num_cores=12)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "edd9dc35-844e-482d-8dbd-219179e16ed8", "metadata": {}, "source": [ "The Sp1 motif is rank top, and the next motif is highly similar.\n", "\n", "\n", "\"drawing\"" ] }, { "attachments": {}, "cell_type": "markdown", "id": "a2f413c2-7d97-4251-8fca-d8e4f739457b", "metadata": {}, "source": [ "In the next step, we annotate the peaks by their closest genes using [bedtools](https://bedtools.readthedocs.io/en/latest/) and [pybedtools](https://daler.github.io/pybedtools/).\n", "Make sure they are all previously installed before using." ] }, { "cell_type": "code", "execution_count": 14, "id": "b9667e0d-1c52-4f90-8dad-14ced2da1973", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "In the bedtools method, we would use bedtools in the default path. Set bedtools path by 'bedtools_path' if needed.\n" ] }, { "data": { "text/html": [ "
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ChrStartEndCenterExperiment InsertionsBackground insertionsReference Insertionspvalue Referencepvalue BackgroundFraction Experiment...TPH background subtractedpvalue_adj ReferenceNearest Refseq1Gene Name1Direction1Distance1Nearest Refseq2Gene Name2Direction2Distance2
0chr1339965634003453400068.0216980.000000e+001.745466e-040.000015...311.8496280.000000e+00NM_001011874Xkr4-0NM_001195662Rp1-890501
1chr1367201336731933672213.0614790.000000e+000.000000e+000.000045...3658.9897050.000000e+00NM_001011874Xkr4--516NM_001195662Rp1-617653
2chr1477345047742364773657.06542.405425e-081.939280e-040.000004...353.1348116.323087e-06NR_033530Mrpl15-0NM_008866Lypla1+33657
3chr1478520647865504785472.03147130.000000e+002.298502e-080.000023...1444.7126370.000000e+00NR_033530Mrpl15-0NM_008866Lypla1+21343
4chr1501648950175645017023.081081.672281e-093.938477e-040.000006...411.0326794.739980e-07NM_001290372Rgs20-0NM_133826Atp6v1h+65522
..................................................................
10739chrX169325223169325838169325423.0111695.107026e-151.876575e-040.000008...524.7956621.893816e-12NM_001331049Hccs--4852NM_009707Arhgap6+-20784
10740chrX169799382169801491169799905.02529230.000000e+003.271381e-070.000018...1324.8513930.000000e+00NM_010797Mid1+0NR_0036354933400A11Rik--19748
10741chrX169829316169830343169829658.099102.746225e-091.659074e-040.000007...502.7860357.671705e-07NM_010797Mid1+0NM_001290506Mid1+49276
10742chrX169878786169879561169879328.01921100.000000e+001.379092e-060.000014...1025.5489440.000000e+00NM_010797Mid1+0NM_001290506Mid1+58
10743chrY100980410114421010850.0172160.000000e+007.771561e-160.000013...1218.8687640.000000e+00NM_012011Eif2s3y+0NR_027507Tspy-ps-44322
\n", "

10744 rows × 23 columns

\n", "
" ], "text/plain": [ " Chr Start End Center Experiment Insertions \\\n", "0 chr1 3399656 3400345 3400068.0 21 \n", "1 chr1 3672013 3673193 3672213.0 61 \n", "2 chr1 4773450 4774236 4773657.0 6 \n", "3 chr1 4785206 4786550 4785472.0 31 \n", "4 chr1 5016489 5017564 5017023.0 8 \n", "... ... ... ... ... ... \n", "10739 chrX 169325223 169325838 169325423.0 11 \n", "10740 chrX 169799382 169801491 169799905.0 25 \n", "10741 chrX 169829316 169830343 169829658.0 9 \n", "10742 chrX 169878786 169879561 169879328.0 19 \n", "10743 chrY 1009804 1011442 1010850.0 17 \n", "\n", " Background insertions Reference Insertions pvalue Reference \\\n", "0 69 8 0.000000e+00 \n", "1 47 9 0.000000e+00 \n", "2 5 4 2.405425e-08 \n", "3 47 13 0.000000e+00 \n", "4 10 8 1.672281e-09 \n", "... ... ... ... \n", "10739 16 9 5.107026e-15 \n", "10740 29 23 0.000000e+00 \n", "10741 9 10 2.746225e-09 \n", "10742 21 10 0.000000e+00 \n", "10743 2 16 0.000000e+00 \n", "\n", " pvalue Background Fraction Experiment ... TPH background subtracted \\\n", "0 1.745466e-04 0.000015 ... 311.849628 \n", "1 0.000000e+00 0.000045 ... 3658.989705 \n", "2 1.939280e-04 0.000004 ... 353.134811 \n", "3 2.298502e-08 0.000023 ... 1444.712637 \n", "4 3.938477e-04 0.000006 ... 411.032679 \n", "... ... ... ... ... \n", "10739 1.876575e-04 0.000008 ... 524.795662 \n", "10740 3.271381e-07 0.000018 ... 1324.851393 \n", "10741 1.659074e-04 0.000007 ... 502.786035 \n", "10742 1.379092e-06 0.000014 ... 1025.548944 \n", "10743 7.771561e-16 0.000013 ... 1218.868764 \n", "\n", " pvalue_adj Reference Nearest Refseq1 Gene Name1 Direction1 \\\n", "0 0.000000e+00 NM_001011874 Xkr4 - \n", "1 0.000000e+00 NM_001011874 Xkr4 - \n", "2 6.323087e-06 NR_033530 Mrpl15 - \n", "3 0.000000e+00 NR_033530 Mrpl15 - \n", "4 4.739980e-07 NM_001290372 Rgs20 - \n", "... ... ... ... ... \n", "10739 1.893816e-12 NM_001331049 Hccs - \n", "10740 0.000000e+00 NM_010797 Mid1 + \n", "10741 7.671705e-07 NM_010797 Mid1 + \n", "10742 0.000000e+00 NM_010797 Mid1 + \n", "10743 0.000000e+00 NM_012011 Eif2s3y + \n", "\n", " Distance1 Nearest Refseq2 Gene Name2 Direction2 Distance2 \n", "0 0 NM_001195662 Rp1 - 890501 \n", "1 -516 NM_001195662 Rp1 - 617653 \n", "2 0 NM_008866 Lypla1 + 33657 \n", "3 0 NM_008866 Lypla1 + 21343 \n", "4 0 NM_133826 Atp6v1h + 65522 \n", "... ... ... ... ... ... \n", "10739 -4852 NM_009707 Arhgap6 + -20784 \n", "10740 0 NR_003635 4933400A11Rik - -19748 \n", "10741 0 NM_001290506 Mid1 + 49276 \n", "10742 0 NM_001290506 Mid1 + 58 \n", "10743 0 NR_027507 Tspy-ps - 44322 \n", "\n", "[10744 rows x 23 columns]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "peak_annotation = cc.pp.annotation(peak_data, reference = \"mm10\")\n", "peak_annotation = cc.pp.combine_annotation(peak_data, peak_annotation)\n", "peak_annotation" ] }, { "attachments": {}, "cell_type": "markdown", "id": "ef1bc759-6e03-45c7-95b4-fdbfe19141b3", "metadata": {}, "source": [ "Use qbed data, peak data and group names to make a group by peak anndata object." ] }, { "cell_type": "code", "execution_count": 15, "id": "5ce9d309-8726-4fd4-b45f-81fdf0c8c9db", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 21/21 [00:06<00:00, 3.31it/s]\n" ] }, { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 2 × 10744\n", " var: 'Chr', 'Start', 'End', 'Center', 'Experiment Insertions', 'Background insertions', 'Reference Insertions', 'pvalue Reference', 'pvalue Background', 'Fraction Experiment', 'TPH Experiment', 'Fraction background', 'TPH background', 'TPH background subtracted', 'pvalue_adj Reference', 'Nearest Refseq1', 'Gene Name1', 'Direction1', 'Distance1', 'Nearest Refseq2', 'Gene Name2', 'Direction2', 'Distance2'" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata_cc = cc.pp.make_Anndata(SP1, peak_annotation, [\"P10\", \"P28\"], key = 'group')\n", "adata_cc" ] }, { "attachments": {}, "cell_type": "markdown", "id": "b8d65da5-79ea-49b4-bcf8-4f8cc780295b", "metadata": {}, "source": [ "Filter peaks by minimum count." ] }, { "cell_type": "code", "execution_count": 16, "id": "5ce39521-773e-4bd1-924e-69309c0b9ef9", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 2 × 10744\n", " var: 'Chr', 'Start', 'End', 'Center', 'Experiment Insertions', 'Background insertions', 'Reference Insertions', 'pvalue Reference', 'pvalue Background', 'Fraction Experiment', 'TPH Experiment', 'Fraction background', 'TPH background', 'TPH background subtracted', 'pvalue_adj Reference', 'Nearest Refseq1', 'Gene Name1', 'Direction1', 'Distance1', 'Nearest Refseq2', 'Gene Name2', 'Direction2', 'Distance2', 'n_counts'" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cc.pp.filter_peaks(adata_cc, min_counts=5)\n", "adata_cc" ] }, { "attachments": {}, "cell_type": "markdown", "id": "362ff002-92d8-43f3-aacf-9c6ebc66fc42", "metadata": {}, "source": [ "Differential peak analysis will find out the significant binding for each group. In this example, we use the *Fisher's exact test* to find out." ] }, { "cell_type": "code", "execution_count": 17, "id": "25ac3b84-2dac-4308-8bca-5daa00397877", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 2/2 [00:50<00:00, 25.17s/it]\n" ] } ], "source": [ "cc.tl.rank_peak_groups(adata_cc, 'Index', method = 'fisher_exact', key_added = 'fisher_exact')" ] }, { "attachments": {}, "cell_type": "markdown", "id": "ccf75824-b658-4d7b-b08a-49f2cdb2cc1f", "metadata": {}, "source": [ "Plot the differential peak analysis results.\n", "\n", "Currently, the peaks are ranked by pvalues. It could also be ranked by logfoldchanges by the following codes:\n", "\n", "```python\n", "cc.tl.rank_peak_groups(adata_cc, 'Index', method = 'fisher_exact', key_added = 'fisher_exact',\n", " rankby = 'logfoldchanges')\n", "cc.pl.rank_peak_groups(adata_cc, key = 'fisher_exact', rankby = 'logfoldchanges')\n", "\n", "```\n" ] }, { "cell_type": "code", "execution_count": 18, "id": "06091dec-a458-4f2f-b614-6665b315c084", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cc.pl.rank_peak_groups(adata_cc, key = 'fisher_exact')" ] }, { "attachments": {}, "cell_type": "markdown", "id": "7ef3c054-8b27-48f4-9642-bd154bfc7879", "metadata": {}, "source": [ "Next, we will visualize differentially bound peaks. The colored datapoints are the insertions specific to a cluster and the grey ones are the total insertions. If we input the backgound file, grey datapoints represent backgound insertions.\n" ] }, { "cell_type": "code", "execution_count": 19, "id": "e0910079-3577-47c1-897e-f110d37e516f", "metadata": {}, "outputs": [ { "data": { "image/png": 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PMjMzAQDdu3fHH3/8UaB9fUji4+MxatQoAECpUqV0khidpWHDhvjvv//Qu3dvPH36FABw584d3LlzR9KvSpUq2LdvH2bPni22WVlZ5XtdGxsbLFmyBA4ODpg4cSJSUlLw/fffIzg4WOvExR9++AF79uwBAOjp6WH79u0ak2wzMzMxdOhQZGRkwNjYGBs3bsz3sRSnjIwM9OnTBxcuXADwPuH9yJEj+Pzzz4tk/djYWElsY2Oj1fj8nDtt1KtXD2fPnkXr1q1x/fp1BAQEYMqUKdi0aZPGsQ0bNkSjRo3EOCEhAU+fPsWVK1eQmpqKzMxMDBs2DE+ePMHChQt1tucsK1asQEZGBoD3vzfPnDmDqlWr6nwdIiIiIiIiIiIiIiIiIiKigtAr7g0QEX1IZsyYATMzMwCAn58fDh06VKD55s6di7Vr12Lt2rVYt24d9u3bh8DAQFy4cAFOTk4A3idxff3113j79m1Bt69R9qqpkZGRssa8evVKfJ0zwczf3x9r1qwBALRu3Rru7u462GXB9wlonwyXl3bt2omv79+/r9XYGzduoHv37mLSbqtWrbB3714YGHw6f5cye/ZsREREAACWLl2qk8To7Bo1aoRHjx5h06ZN6NKlC8qWLQsjIyPY2Njgiy++wIoVK3Dr1i3UqVMH0dHR4rjy5csXeO0ff/xRTPiLiorCjh07tBo/ffp0rF+/XozXrVuHvn37ahy3du1a3Lx5U5yjevXqWq37IVAqlRg0aBCOHDkCADAwMMC+ffvQsmXLItvDgwcPJLGDg4Pssfk9d9oyNTWVJJRv27YNMTExGsd16dJF/L2ydu1aeHl54ezZswgLC5Psc9GiRdi7d6/O921oaCi+fvv2LV6+fKnzNYiIiIiIiIiIiIiIiIiIiArq08nQISLSAXt7e4wdOxZLliwB8D75r2fPnlAoFDpdp3nz5jh58iQaNGiAhIQEPH/+HJMmTcK2bdt0uk5O1atXF5M8w8PDZY3JqtoJADVq1JC8d+fOHSiVSrHfF198oXKeqKgo8fXLly8lfX/++Wd07dpVss8sr1+/RkpKCkxMTGTv08bGBqVLl1bbX44yZcqIr7MnX2oSGBiIjh07io92b9SoEY4cOaLxGD42AQEBAACFQoENGzZgw4YNKvsGBQWJrzdv3owTJ06I8bVr11SOMzY2hoeHBzw8PNTuJfv8uqjCrKenh7Zt2+Lx48cAgMuXL+OHH36QNXbhwoVYvHixGC9ZsgQjR46UNTbrMwWAw4cP4/jx4yr7hoSEiK+PHTsmuaYOHjwo+f4WpZEjR+Kvv/4C8P5z3LFjB7p161ake7h+/br4unTp0qhcubKscQU5d/nx5ZdfwszMDElJSUhPT4evry86duyYr7kcHBzw559/4u3btzh58iQAYNSoUWjfvj2sra11tufx48fj7t27OHr0KBITE9GlSxd4e3ujRYsWOluDiIiIiIiIiIiIiIiIiIiooIomOVYQgMwMQN8A0HGCGRGRrk2dOhUbNmxAXFwcAgMDsWfPnkKpGli9enXMmzcPEydOBADs2LEDEydOhKurq87XylKzZk2xGm72JDxVMjIyEBgYKBmvSkhIiCRZT520tDRJ8lr2xFng/Wejp6cHpVIJQRBw69YttYm3wPsqtnL2qY3ExETxtbm5uawxDx8+RPv27cVKwK6urjh+/DhKliypkz19iARBkJxPTZ4/f47nz5/rbP179+4hNjYWwPtkzMaNG+tk3uwJhW/evJE1ZuXKlZg1a5YYz5o1C1OnTs3X+nKu0SzR0dGSBO7U1NR8rVlQEyZMwB9//CHGmzZtKpT7pzopKSn4999/xbh58+ayxuny3Mmlp6cHS0tLJCUlAZD/PVM33+bNm1GjRg0kJibi7du3WLRoEX777TddbBcAYGRkhP3798PNzU2SIHv8+HHZnzUREREREREREREREREREVFh0yvU2QUBSE0BoiOByJdASnKhLkdEpAs2NjZiwioAzJkzB5mZmYWy1pgxY1CxYkUA7x9F/vPPPxfKOllat24tvr569SrS0tLU9vfz8xOTtkxMTNCkSZNC3V8WExMTSTLs+fPnNY7577//xNdt2rTRyT6yJyeWLVtWY//Q0FC0a9cOkZGRAIBq1arh1KlTsLGx0cl+KG9///23+Lpjx46ws7PTybzZHxcv5xz+/vvvmDBhghj/+OOPmD9/vk728jGYOXMmVq5cKcYrVqzAsGHDinwfO3bskCQKf/fddxrHFNe5S09PlyTE6uJeUa5cOYwfP16M165di1evXhV43uyyEmSzKgInJiaic+fOuHjxok7XISIiIiIiIiIiIiIiIiIiyq/CSY7NnhQb/RrISr4ShEJZjohI1yZMmABbW1sAwOPHj7F9+/ZCWcfIyAgzZswQ4yNHjuD27duFshYAtGrVCpaWlgCAuLg4HDhwQG1/Ly8v8XX79u1zVU8dNGgQBEGQ9bNt2zZxnJOTk+S9QYMG5Vr7q6++ynMfeYmIiMCZM2fyHJtfb968weHDh8W4VatWavs/f/4cbdu2xbNnzwC8P8bTp0/D3t6+wHv5UJ0/f172+W/ZsqU4bs6cOZL3CiIqKgpr1qwR41GjRhVovixpaWnw8fERY03ViP/880+MHDlSjIcOHYoVK1Zova6Xl5fsz9Td3V0c5+7uLnnP2dlZ67ULYuHChVi0aJEYz5s3T5KgWVRCQkIwZcoUMa5Zsya++eYbtWN0de7yw8fHR/JHCrqqej1p0iSxWnVKSgp+/fVXncybnZGREf755x9JgmyXLl2YIEtERERERERERERERERERB8E3SbHqkqKJSL6yFhYWOCnn34S43nz5mmssppf7u7ucHJyAvD+8fQLFiwolHUAwNDQEMOHDxfj2bNnIzk576red+/elSSljhkzptD2lRd3d3cxGffhw4fYvHmzyr4//fSTWN23SZMmqFevXp79EhISZK2dmZmJYcOGIS4uDsD7JLDevXur7P/69Wu0bdsWoaGhAN5XmT1z5gzKly8vaz3Kn7S0NPTv3x/v3r0D8L5qbPfu3fPsGxsbq1UF6J9//hkvXrwQ4169eqnse+DAATFRHAD69u2L33//HQqFQvZ6H7NVq1Zh1qxZYjx16tRCr4Kdlxs3bqBNmzbidauvr4+VK1dCT0/1f+7q+txlrwKrydu3bzF58mQxrl+/vvi7oKCsra0xduxYMd60aROioqJ0Mnd2WQmyXbt2BfD+HssEWSIiIiIiIiIiIiIiIiIi+hDoJjlWblKsUglkZvKHP/z5VH+USp3cUj4UP/zwAxwcHAAA4eHhkkes65KhoSGmT58uxv/88w+CgoIKZS0AmDZtGqysrAC8r4rbs2fPXAldd+7cQffu3cWE4NatW6Njx46Ftqe82NnZYeLEiWI8btw47N27V9InPT0d06ZNw+7du8W2X375ReWcX3zxBcaPH4+bN2+q7BMYGIh27drh0KFDYtuECRNUJq3FxMSgQ4cOePjwIQCgVKlSOHXqFCpXrqz2+IpLq1atoFAooFAoNFbDLU5//vknli1bpvK6CwgIQKtWrcTqrra2tti0aZPK+c6dOwcXFxds2LBBbZLgkydPMGDAAEmlzf79+8PV1TXP/idOnEDfvn2RlXjbs2dP7NixQ21C5qdk69atmDBhghiPGTMGS5YsKbL1lUolbty4gcGDB6Np06Z4+vSp+N6KFSvQoUMHlWML49wNHz4cbm5uOHHiBDIyMlTu2dvbG02aNMGDBw/Edl1/bhMnTkSJEiUAAElJSVi2bJlO589iZGSEAwcOMEGWiIiIiIiIiIiIiIiIiIg+KAayez5/qrmPJrEx73+I6H+LQgGULV/cu9CaqakpZs6cKam+V1gGDx6MhQsXIiIiQqweu2vXrkJZy9bWFnv27EG3bt2QkZGBU6dOoUKFCmjXrh1Kly6NkJAQ/Pfff2IlRUdHR/z555+FshdNfv75Z1y+fBlnz55FcnIy+vTpgwULFqBevXpISUnBhQsXJMmTc+fORcuWLVXOl5CQgFWrVmHVqlUoVaoU6tSpgzJlysDMzAxxcXG4fft2rsTkHj16YOHChSrnHDFiBG7fvi3Gn332GdavXy/r+KpWrYoff/xR5fvDhg3DjRs3JG1v374VX7948QJ16tTJNW7z5s1o0KCBrD18qJ49e4bp06djypQpcHFxgYuLC6ysrBATE4PAwEDcv39f7GtjY4PTp09rrLr58OFDjB49Gj/88AOqVKmCWrVqwcbGBoaGhoiJicG9e/dw7949yZimTZuqPJ/R0dHo1auXmESur6+P0qVLY/z48bKOccCAAWjcuLGsvrrSpUsXSUVcAHj16pX4+saNG3l+p7y9vVG2bFlJW2BgIIYPHy7eK8zNzSEIAn744QdZe/nxxx9RtWpVjf3mzJmDkiVLinFaWhrevXuHqKgo+Pv7i5Vis1hbW2PDhg3o06ePyjkL69wplUocPHgQ//zzD8zNzeHq6gpnZ2dYWloiLS0Nr169ws2bN/H69WvJuOXLl6Nt27ay1pbL1tZWkqy8bt06TJ06FTY2NjpdB/i/BNlevXrh2LFjYoLs8ePH0axZM52vR0REREREREREREREREREpIn85Fgiovz6/4lTHyMPDw8sXboU4eHhhbqOkZERpk2bhjFjxgAA/v77b3h6eqJatWqFsl7Hjh1x4MABDBkyBNHR0UhKSsKRI0dy9atbty52796dKymuqBgaGuLAgQPw8PAQq8YGBgYiMDAwVz9PT0/MmDFD9tzR0dE4ffq0yvfNzMwwc+ZMTJs2TW0lyZxJbufPn8f58+dl7aFly5Zqk2ODg4Mlibc5paen5/l+QkKCyjFCtutRX19f1j6LkyAIuHv3Lu7evZvn++3bt8eGDRs0Vuo1NjYWXyuVSjx69AiPHj1S2d/IyAiTJk3Czz//DFNT0zz7JCQkIDk5WYwzMzOxefNmtfvIrkGDBkWeHBsUFKT2fpaYmJjndyotj6cCvHnzBspsFcMTExNlJ4YDgJubm6zk2B07dsiaz9bWFu7u7pg4cSIcHR3V9i2sc5f9e5aYmIhr167h2rVrKuepVKkS1qxZgy5dusheWxuTJk3C2rVrkZiYiISEBKxYsQLz588vlLWMjIzwzz//4JtvvhETZDt37swEWSIiIiIiIiIiIiIiIiIiKhZMjiUiUsPIyAizZ8/G0KFDC32toUOHYtGiRXj+/DmUSiUWLlyI7du3F9p63bt3R1BQELZt24aDBw/iyZMnePfuHezt7eHi4oK+ffuib9++MDQ0LLQ9yGFpaYm///4bw4cPx/bt23H16lW8fPkShoaGKF++PDp27IihQ4eiZs2aGue6ePEirly5gqtXr8Lf3x+RkZF48+YNYmNjYWZmJlaTbdWqFQYMGAArK6vCP8AilJVomqV///7FuBv1PDw84OTkhLNnz+LmzZt49eoV3rx5g5IlS6Js2bJo1qwZvv32W7Rq1UrWfJ07d0ZERAR8fHxw7do1BAYGIjQ0FO/evUNmZiZKliwJOzs71K5dGy1btkSfPn1ga2tbuAdJ+WJubg5LS0tYWlqiUqVKaNCgARo1aoS2bdtKklOLw+7duzFhwgScP38efn5+ePjwIZ49e4aEhAQYGhrC0tISzs7OqF+/Prp374727dsXapJ66dKlMWrUKCxduhQAsGbNGkyaNKnQ7m3GxsZMkCUiIiIiIiIiIiIiIiIiog+CQhBklnR8/rSQt0JEnzTHCsW9A6L/eQEBAahXrx4AoHr16rh3795HUT2WiIiIiIiIiIiIiIiIiIiIiEgbqp8TTURERJ+Us2fPiq/nzZvHxFgiIiIiIiIiIiIiIiIiIiIi+iQxOZaIiOh/RFZybN26ddG7d+9i3g0RERERERERERERERERERERUeFgciwRFT6Forh3QPQ/LyMjAxcvXgQALFiwAApel0RERERERERERERERERERET0iVIIgiDoZKbMTCAhHkiMB1RNaW0LmJnrZDkiIiIiIiIiIiIiIiIiIiIiIiIiIqKcDHQ2k74+YGkFlCipOUmWiIhkuX79Onbu3FngedauXauD3RAREREREREREREREREREREREX34dFc5Nqe8KsmyciwRkVa8vLwwePDgAs9TWLd6IiIiIiIiIiIiIiIiIiIiIiKiD43uKsfmlKuSbML7NiIiIiIiIiIiIiIiIiIiIiIiIiIiokJSeJVjiYgoTzmrwYaGhsLZ2bn4NvQBSktLg5+fH4KCgvDmzRsolUpYWlqiYsWKcHV1Rfny5Yt7i4VOEASEhITg3r17iIiIQFxcHExMTGBrawtXV1fUrl0b+jr6o5OnT5/ixo0bePHiBWJjY2FiYgIbGxtxHUNDQ52sUxiUSiVCQkIQHByMZ8+e4d27d0hNTUWJEiVga2uL2rVrw8XFRWefVWGJjo7G/fv38fTpU7x+/RpJSUkwNDSElZUVqlSpgvr168PS0rK4t/nJSU5Oxr1793D//n1ERUUhOTkZVlZWKFOmDBo1aoRy5crpZJ309HQEBgbizp07ePv2LZKTk2FhYYGyZcuiQYMGcHJy0sk6pFlRnIuEhATcuHEDjx8/RkxMjOR3WKNGjWBjY6ODIyEiIiIiIiIiIiIiIiIiInUKr3IsERF9EiIiIuDr6ws/Pz/4+vri5s2biIuLE9+fM2cOPD09dbJWWFgYFi1ahD179iA+Pl5lP0dHR3Tu3BkbN2784JIee/bsiSNHjkja5H5GsbGxOHToEI4dO4Zz584hOjpaZV8LCwu4u7tj4sSJ+UquViqV2Lx5M9asWYO7d++qXWfAgAGYPn06HB0dNc47aNAgbN++Xev95OTu7g4vL68834uOjsZvv/2Gy5cvIyAgAElJSWrnsra2xoABAzB58mTZidVhYWGoWLGittsG8P77+ezZM439tmzZgmPHjuHatWt4+fKl2r56enro0KEDfvzxR3Tq1EnWPoriXBSHp0+fwsXFBQkJCZJ2uX9ocP/+fezfvx8+Pj64fv060tPTVfatVasWxo4di6FDh+YrSfzFixdYsmQJduzYgXfv3qns5+LigjFjxsDDw0PWPU2hUGi9l7ycO3cOrVq1yvO98+fPo3Xr1vmat2nTprh06VIBdvZ/Dhw4gG+++UbS5uTkhLCwMK3mKaxzkd2NGzewZMkSHDp0CBkZGXn2USgUaNu2LSZPnoyOHTtqNT8REREREREREREREREREcmnV9wbICKiD09ycjJ69OiBMmXKoEKFCnBzc8OSJUtw7tw5SWKsLq1evRo1atTAH3/8oTYxFgCeP3+OzZs3q01qKw579+7NlRgr17lz52BnZ4dBgwZh3759ahNjASAuLg5r1qyBq6srtm3bptVakZGRaNasGUaMGKE2MTZrnXXr1sHFxQUHDhzQap2CKFGihMr3wsLC8Ouvv+Ly5csaE2MBICYmBqtXr0atWrU+qCTPFStW4ODBgxoTY4H3ycwnTpxA586d0adPH1nHrSvqzkVxGDVqVK7EWLk8PDxQq1YtzJ49G5cuXdJ4DwkKCsKoUaPQuHFjPHr0SKu1Dh8+DBcXF6xevVptMiYA3Lt3D6NHj8aXX34p6/ugKx/auc0pNjYWP/zwQ4HnKYpz4enpiS+++AL79+9XmRgLvK8Kfvr0aXTq1AlDhw5V25eIiIiIiIiIiIiIiIiIiPKPlWOJiCiX1NRUHD16tMjWGzt2LNauXStps7OzQ5s2beDo6AhTU1NER0fj9u3b8Pf3R2pqapHtTa6YmBiMGzcu3+NjY2ORlpYmaTM2Nkbjxo1Ro0YN2NnZITU1FXfv3sW5c+eQkpIC4P3ju4cMGYLk5GSMHj1a4zoJCQlo27Yt7t27J2mvWbMmWrRoAXt7eyQnJyMoKAhnzpwR14mNjUWfPn1w5MgRdO7cWeX8+vr6+armm5mZKYlzVopUx97eHq6urqhatSqsra1hYGCAN2/e4NatW7h69SqUSiWA98c+ePBgpKWlwcPDQ6v96enpya7WaWCg/X9emZiY4PPPP0f16tVhb28Pc3NzJCYm4vHjx7hw4QJiYmLEvnv37kVkZCROnTqltpppcZyLwrZ79254e3vne/zr169ztdnZ2aFZs2YoV64crKysEB0djcuXL+P27dtin4CAALRq1QqXLl1CpUqVNK7j4+OD3r17S5JvDQwM0KZNG7i6usLc3BzR0dG4cuUKbt26Jfbx9fVF27Ztce3aNVhYWKicPz/nVRAE8VoAAGdnZ9SvX1/2+MK+BvIyderUAicLF/a5AN5XB583b56kzcrKCu3bt0flypVhYGCAiIgInD17FhEREWKfrVu3IjU1FX/++WeBjpGIiIiIiIiIiIiIiIiIiPIgEBFRkdq2bZsAQPwJDQ0t7i3lEhMTI9lj1k/58uWFL774QtI2Z86cAq21aNEiyXyOjo7Cvn37hMzMzDz7x8bGCjt37hQaN24sJCcnF2htXRoyZIh4DGXKlNH6Mzp48KAAQFAoFEK7du2Effv2qTy+ly9fCm5ubpI19PT0hFu3bmlcZ+rUqZJxVlZWwsGDB/PsGxkZKXTv3l3Sv1y5ckJiYqLGdbTh7+8vWcPZ2VlQKpVq+7do0UJYvXq18ODBA7Vzh4WFCV27dpXMb2pqKgQHB6sdFxoaKhmzbdu2/ByaWl27dhUmTpwonD9/XkhJSVHZLyUlRVi2bJlgaGgo2dPChQt1vidtz0VRevPmjWBnZyd+3+3t7bW+l/bs2VMAIFhaWgpjxowRAgICVPY9e/asUL58eckaDRs21Ph5JCUlCU5OTpJxLVq0EMLDw/Psf+bMmVz3jAkTJmg8Fm2NGzdOssbs2bPV9j937pyk/7lz53S+J3X+++8/QaFQ5HlPdXJykjVHUZyLO3fuCPr6+pIxY8aMERISEnL1zcjIENauXZvrWj58+LCs4yEiIiIiIiIiIiIiIiIiIvn0tE+nJSKi/wWlS5dGly5dMGfOHBw9ehSvXr3C06dP8csvv+hsjaCgIHh6eopx9erV4e/vDzc3N+jp5f0rysLCAv3798e1a9dgYmKis70UxLlz57B161YAgIODA3766Set51AoFOjcuTMCAgJw6tQpuLm5qTw+BwcH7N27F3379hXblEolZsyYoXaN9PR0bNq0SdK2d+9efPXVV3n2t7Ozw4EDB9CkSROx7dmzZzhy5IjMo5LHy8tLEg8cOFBthcq6deviv//+w9ixY1G9enW1czs5OeHw4cNo37692JacnIx169YVaM+68O+//2LZsmVo2bIljI2NVfYzNjbGxIkTsWXLFkn7ypUrc1V5LShtz0VRmjhxolj5dcSIEahRo4bWc5QsWRKzZs3C06dPsXbtWtSpU0dl39atW+PSpUuwt7cX2/z8/LB//361axw9ehTh4eFiXLVqVXh7e6NChQp59m/Tpg2OHz8uqba6ZcuWXJWkCyI9PR27du0SY4VCAXd3d53Nr2upqanw8PCAIAgA3n/X86MozsWGDRsk12G/fv2wdu1amJub5+qrr6+PMWPG5Dqe9evXyz0kIiIiIiIiIiIiIiIiIiKSicmxRESUi5WVFV6/fo1jx47B09MT3bp1kySI6YqHh4eYdGRiYgJvb2/Y2dnpfJ3ClJKSAg8PDzFeuXIlLC0ttZ6na9eu8Pb2Ru3atWX1VygUWLt2LUqWLCm2nTp1CnFxcSrH+Pn5ITY2VowbN24sSRrNi4GBAWbNmiVpO3PmjKw9ylEUSXv6+vpYvHixpO3EiRM6XaMoDBgwAK6urmIcFRWFmzdv6mz+DzmB8vTp09i+fTuA98nh+U3S37ZtG+bPnw8LCwtZ/StUqIAFCxZI2jQlx54+fVoST5w4Mc9Eyexq166Nr7/+Wozj4uLg5+cna49yHDt2DNHR0WLcvHlzVKpUSWfz69r8+fPx8OFDAECnTp3w7bff5mueojgXOdf4+eefNe5rxIgRcHBwEONz585BqVRqHEdERERERERERERERERERPIxOZaIiIrFpUuXcPnyZTGeMGHCB52spYqnpyeCg4MBvE/i6tOnT77myV6pUC4bGxt06NBBjNPT0xEQEKCy//PnzyXxF198IWud7JVjAeDFixda7FI9b2/vIknaq1evHkqUKCHGEREROl+jKLRo0UIS6/I4iupcaCspKQkjRowQ4xUrVuQrAR3I33XWu3dvSSVrX19ftf0/xOssK7E4y6BBg3Q2t64FBgbi119/BQCYmpoWqKpqUZyL7GtYWlrKqmisr6+PRo0aiXFaWhrevHkja29ERERERERERERERERERCSP9hkCRESE0NBQ3LhxA1FRUYiJiYGpqSkcHBzg4uICV1dXSSKVtsLDw+Hr64uIiAgolUrY29ujWbNmqFixok72npGRgStXriAsLAwvX76EgYEBWrdujXr16ulkfrlyPiI+e/Lbx+L27dtYtmwZgPdJXOvWrSvyPVSpUkUSR0ZGquybszKhmZmZrDVy9lMoFDJ3p5mXl5ckLsykvZIlSyIhIQFA7s/iY5Gz4qkuj6Moz4U25syZgydPngAAOnbsiO+++65I17e0tETp0qXFa0vdNQZ8eNdZdHQ0jh07Jsbm5ubo3bu3TubWNaVSieHDhyM9PR0AMHv27AL97iuKc5F9Dbnza7sGERERERERERERERERERFpj8mxREQyJSUlYf369di4cSNCQkJU9rOxsUH37t0xduxY1K9fX/b8gYGBmDRpEk6fPg1BEHK937x5c6xatQp169bVOJezszPCw8MBAO7u7vDy8kJKSgo8PT2xdetWREVFSfr/+OOPRZocm5GRgX379olx/fr14eTkVGTr60JmZiaGDRuGjIwMAO8fpV0cVTbj4+MlsaGhocq+OZPMsr4jmoSFhUniypUry9ucBjmT9szMzODm5qaTuXNKTk6WVEX9ECqi5sfTp08lsa6OoyjPhTb8/f2xYsUKAAWvIloQWUnVgPprDMj7OqtWrZrGNQrrOtu1a5eYbAoAvXr1klRR/pCsWbMG169fBwC4uLhg0qRJBZqvKM5FxYoVcf/+fQBAVFQUkpKSZCXJZl/DysoKtra2GscQEREREREREREREREREZF8+S9tSET0P+Tq1auoWrUqpkyZojYxFgDevn2L7du3Y/78+bLn37lzJxo1aoRTp07lmRgLABcvXkSzZs1w6tQprfYOvE8IatCgAZYsWZIrMbY4BAYGIjExUYy1SSL+UKxatQo3btwAANSqVQuTJ08uln3cuXNHEpcrV05l33r16sHOzk6Mjx8/jri4OI1r7NmzRxJ3795dy13mbffu3ZKkvW+++QYlS5bUydw57d+/X7KWro6hKMXGxuL48eNiXK5cOdSpU0cncxfluZArKwE9MzMTADBr1qxiSWoOCQmR3K/UXWMA0KlTJ0n8999/a1wjIyMD+/fvF+Py5cujdu3aWu40b9u3b5fEH0pF4JyePn2KWbNmAXhfRXXjxo0aE5E1KYpzkX2NjIwMHDhwQOMaISEh8PPzE+OuXbuyciwRERERERERERERERERkY4xOZaISIOjR4+idevWePHihdimp6eHhg0bYtSoUfj5558xZcoU9OvXD1WrVtV6/tOnT2PIkCFISUmBmZkZunXrhsmTJ2PWrFno27cvLC0txb5JSUno16+fVgmuKSkp6NWrF+7duwcAqFKlCoYNG4ZZs2Zh7NixaNmyJfT0ivbXQVZSaRYXFxcAgCAIOHnyJL7//nvUrFkTJUuWROnSpeHi4oLhw4fj6NGjKpOHi1JYWBhmz54N4H0S16ZNmwqcxJUfoaGhuHz5shhbWVmprSxsYGCAKVOmiHFMTAw8PDzE6rd5uXTpEpYsWSLGzZo1Q9u2bQu48/e8vLwkcWEl7d27d09SgbJUqVIYP368VnPs378fnTt3hpOTE8zNzVGqVClUr14dvXr1wqpVq/Dy5Usd71oqNTUVgwcPxtu3b8W2uXPnQl9fXyfzF9W50MayZcsQEBAA4H0CevbvblH6888/JXGbNm3U9u/atSs+//xzMfby8sLhw4dV9hcEAZMmTUJwcLDYNnv2bJ3clwMDA+Hv7y/GTk5OaN26db7m2rRpE1q3bo1y5crBzMwMdnZ2qFWrFvr164dNmzbh3bt3BdrrqFGjxAq9Q4cORbNmzQo0H1A05+LHH3+Eubm5GE+ePFntH9HEx8djwIABYtK3kZERZsyYIet4iIiIiIiIiIiIiIiIiIhICwIREan04MEDwcLCQgAg/vTs2VMIDg5WOebhw4fC9OnThUGDBuX5/rZt2yTzGRkZCQCE/v37C69fv87VPzo6Wmjbtq1kzMyZM9Xu28nJSeyrr68vABCsra2Fffv25dk/NTVV7XzZnTt3TrKXOXPmyB6bZfz48ZI59uzZI0REROQ6zrx+6tatK/j7+2u9pi516NBB3M/QoUNzvZ/zHOfnM5Jj0KBBknWGDBmicUxGRobQvXt3ybiGDRsKe/fuFV69eiUolUohKSlJuHHjhjBx4kTB0NBQ7FexYkUhIiJCJ3sPDAyU7MHJyUlQKpU6mVupVArv3r0TLl26JEyYMEEwMTER1ylRooTw33//aZwjNDRU43cx+4+xsbEwevRoIT4+XifHIAiCkJKSIjx48EBYv369UK1aNcl6P/74o87WKcxzkV/BwcGCqampAEBQKBTChQsXcvVp2bKlZN+hoaE638ebN28EW1tbyTp57SWnoKAgyTg9PT1hxIgRwtWrV4WEhARBqVQKUVFRwuHDh3Mdx7Bhw3S2/0mTJknm/vnnn2WPzXmv1/RjYWEh/Pzzz0JaWprW+/zrr7/EeUqXLi28efMmV5+c31G5iuJc7N69W9DT0xPHWVlZCQsXLhSCgoKE1NRUISMjQwgPDxd+//13oVKlSpK9bN++XfaxEBERERERERERERERERGRfEyOJSJSI2ey5tixY2UnjanqlzNxEoAwfPhwtXPFxMQIpUuXFvtXqFBBbf/sybFZCbg3btyQtW9NdJEcO3DgQMkcmzdvFipUqCA7Ccvc3Fw4efKkTo5HWzt27NCYxFUUybE+Pj65zvHjx49ljU1LSxOmT58uGBsby/q89fX1hQEDBgjR0dE62//kyZPznbSX04MHDwR9fX3xR6FQ5HkcXbt2FR49eiRrTm2TY7N+atSoIfs85NS0aVPJceQ1f8WKFYW//vorX/OrostzoSvZ7715JaALQtEkx37//feSNdq0aSN7bHBwcK49qvuxs7MTNmzYoLO9Z2RkCA4ODuL8CoVC7R925KRtcmzWT5MmTfL8Qw9VoqOjJb/fdu7cmWe//CbHCkLRnAsfHx9J4qumH1dXV+H8+fNarUFERERERERERERERERERPIV7XO0iYg+Ir6+vjhz5owYN2rUCMuXL4dCoZA1Xm4/BwcHrF69Wm0fKysryWPOnz59ihcvXsiaHwAmTZqE+vXry+5f2GJjYyXx5MmT8fTpUwBA/fr1sW/fPkRGRiI1NRXh4eH4/fffUaFCBbF/YmIi+vTpg7CwsKLcNqKjozFx4kQxXrZsGWxsbIp0DwDw4sULDBgwQNI2ffp0VKlSRdZ4Q0NDLFq0CLdu3UKTJk3U9i1ZsiRWrFiBLVu2wNbWNt97zi4zM1PyqHqFQgF3d/d8zycIAjIzM8UfQRAk7+vp6WHs2LHYtGkTqlatqtXcn3/+OWbPng0fHx88e/YMycnJSEpKQmhoKHbv3o3OnTtL+j948ACdO3fGmzdvtD6OjIwMyXHk1KBBA2zduhX9+vXTem5VdH0udGHbtm3ivbd06dL49ddfi2UfW7duxV9//SXGJiYmWLdunezxlStXxvnz57Ft2zZYW1ur7Vu3bl0cOXIEI0eOzPd+czpx4gRevXolxs2aNUPlypW1nqdJkyb45ZdfcP78ebx69QqpqamIj4/Ho0ePsG3bNjRt2lTS/+rVq+jZsydSUlJkzT9x4kRERUUBANq2bYv+/ftrvUdNiuJctG/fHkFBQZg8eTL09fXV9v3222/h7e2Nli1barUGERERERERERERERERERHJx+RYIiIVdu/eLYlnz54NAwMDna8zdOhQmJiYaOzXokULSXz//n3Za+gy4UoXEhISJPG7d+8AAN9//z2uX78ONzc32NnZwcjICBUqVMDw4cNx584dNG7cWDJm/PjxRbhrYPz48YiOjgYAtG7dOleCalFITk7G119/jcjISLHtiy++wMyZM2XPkZqaihkzZqBBgwa4evWq2r7x8fEYN24cqlSpgkOHDuV32xInT57USdKeXEqlEmvWrEGlSpUwZcoUpKWlaRxjY2ODK1eu4Pbt25g7dy7at28PR0dHmJiYwNTUFM7Ozvjuu+/g7e0Nb29vScJdcHAwxo0bp/PjuHHjBlq3bo2mTZvi0aNHOpmzqM+FJq9fv8bkyZPFeOnSpcWSgH716lWMHj1a0rZ06VLUqFFD9hwPHjxAhw4dMHjwYMTExKjtGxAQgC+++AJdu3bFs2fP8rXnnLZv3y6Js/+BhRxVq1bF3bt3ceXKFUybNg0tW7aEvb09jIyMUKJECVStWhWDBg3CpUuX4OXlJfk9dvXqVcyfP1/jGqdPn8aOHTsAAMbGxli/fr1We5SrKM7FsWPHUKdOHSxdujTP5Pbs9u7di8qVK2PChAmyk4iJiIiIiIiIiIiIiIiIiEg7TI4lIlLh/Pnz4mtLS8tcFSJ1JWfSqyrOzs6SOCuhVJNKlSpJqq5+CIyNjXO1Va9eHVu2bFFZcc/S0hL79u1DyZIlxbYjR47oLElQkxMnTohVJI2NjbFx48YiWTe7zMxM9O3bF76+vmJb+fLlsX//fhgaGsqa4927d2jWrBl++eUXJCYmAgC+/PJL7NmzBxEREUhNTcW7d+9w/fp1/PTTTyhRogSA99WKv/76ayxdurTAx1HQpL2catSoAUEQxJ/U1FS8ePEC3t7eGDRoEIyMjAAAaWlpWLp0KXr06KExQdbCwkJjVd0snTt3xuHDhyXJ87t378bdu3e1Oo5r166Jx5CZmYmYmBj4+vpi0aJFKF++vNjvypUr+OKLL3D79m2t5s+Lrs9FQY0bNw5v374FALRq1QoDBw4s8j08fPgQPXr0QGpqqtg2ePBgjBkzRvYcp06dQv369XHq1CkAgJGREUaPHo0LFy4gJiYGaWlpePnyJQ4fPiz53eLt7Y169epp9ccPeYmJicGRI0fE2MzMDL1799ZqDkdHR7i4uMjq6+7ujm3btknaVq1aJVaEzUtSUhJGjBghxtOnT0e1atW02qMcRXEuFixYgG7duuHBgwcA3lc8XrRoEe7cuYP4+HgkJycjJCQEW7ZsET/TtLQ0rFy5Eq1bt871ByNERERERERERERERERERFRwTI4lIlLh3r174utGjRpBT69wbpmOjo6y+pmbm0tiuck02lQ6LCpZCZfZTZ06Nc+k2ezKly+PIUOGiLEgCPj33391vr+cEhMTJdV3p02bVihJXJp4eHjg8OHDYmxjY4MTJ07I/g4BQL9+/XDjxg0xnjFjBi5duoQ+ffqgXLlyMDIygqWlJRo1aoTFixfj5s2bkuTqKVOmwMfHJ9/H8O7dO8kx5CdpTxMjIyOUKVMGnTt3xrZt2+Dr6ytJLj158iTmzZun0zWbN2+OoUOHirEgCNi7d2++59PT04OVlRUaNmyI6dOn4/79++jXr5/4fkxMDHr37o3k5OR8r1EU50Ibx44dw99//w2g+BLQnz17hg4dOogVogGge/fu+P3332XPERISgq+//hpJSUkAACsrK1y4cAHr1q1D8+bNYWVlBUNDQzg4OKBHjx7w9vbGhg0bxPFRUVHo0aOHOD4/9uzZI0nu/eabbyR/WFAYvvvuO3Ts2FGMExMTcfToUZX9Z8+ejSdPngB4/8cR06ZN0/meiuJc/P333/j555/FuE6dOrhz5w6mT58OV1dXlChRAiYmJqhUqRKGDBkCf39/SdL3tWvX4OHhofNjJyIiIiIiIiIiIiIiIiL6X8fkWCKiPMTFxSE9PV2My5YtW2hr5Ux6VUWhUEhiQRBkjbOystJ2S4UurySt7t27yxqbs9+VK1d0sid1Zs2ahfDwcABAtWrVMH369EJfM6cpU6Zg69atYlyiRAl4e3ujVq1asuf4999/cfz4cTHu0qULFi5cmOu7lV21atVyJXlOmjRJi51LFUfSXu3atXH8+HFJdd3ly5eLFUp1JXtyLACcOXNGZ3Obm5tjx44daN68udj2+PFjeHl55XvO4jgXqiQkJGDUqFFiPG3aNFSvXr1I9xAdHY327dvj6dOnYluLFi2wd+9eSVVgTX766SexKjMA/P7772jcuLHaMSNHjpQcf3BwMNavX6/F7qWKqyKw3GvA398fK1euFOMNGzZo/OOI/Cjsc5Geno4JEyaIsYmJCQ4fPgwHBweV8xsZGWHz5s34/PPPxbbdu3dL/miBiIiIiIiIiIiIiIiIiIgKjsmxRER5iI+Pl8R5VTr9WGRPCPxQlCtXThLb2dmhdOnSssa6urpK4ufPn+tsX3kJDw/H6tWrxbiwkrjUWbhwIZYuXSrGxsbGOHjwoMYkr5xyJlLKrdTYuHFjtGnTRozv3r2LgIAArdbOUlxJey4uLvjuu+/EODk5GceOHdPpGvXr14eRkZEYZyVU64q+vj48PT0lbfv378/3fMV1LvKycuVKREREACieBPS4uDh06tQJDx48ENvq1auHo0ePwsTERPY8sbGxOHTokBhXrlwZbm5ussbmvB537twpe93sHj58iOvXr4uxk5MTWrduna+5tNWkSRNJrOoamDp1KjIzMwEAAwcOLJT9FcW5OHnyJF6+fCnG/fr1k1TaVsXQ0BCTJ0+WtQYREREREREREREREREREeUPk2OJiPJgYWEhiRMSEoppJ5+mnNVOra2tZY/N2VfX1T9ziomJgVKpFOMOHTrAwMBA7U/O6onz5s2TvD9v3jzZ669fvx6zZs0SY319fezZswft2rXT+liuXbsmvjYyMsqVyKZOy5YtJbGfn5/W6z98+FCyhwoVKhRZ0h4AtG/fXhLfuXNHp/Pr6enB1tZWjKOjo3U6P/C+kmn2BNz8HkNxn4ucsn9Wjx8/hrm5ucbr7L///pPMUaVKFcn7cpOTk5OT0b17d9y8eVNsq1GjBk6ePJnrd4Emfn5+YtIn8P66UVeZObsKFSqgYsWKYnz37l2kpKRotT6QOwl+wIABsvdQUHZ2dpJY1TWQvf3PP//UeK5zVu4NDw+XvFelSpVcaxTFuch+DQFAq1atZM2ftZ+c+yUiIiIiIiIiIiIiIiIiIt1hciwRUR5KliwpSUAr7Oqk/2tcXFwkcfZHu2uSs682VR11ITMzU+NP9mRaABAEQe37quzcuRM//PCDGCsUCnh5eeGrr77K195fv34tvi5VqpRWj4rP+Zjw/CR+5qxUOnDgwCJL2gMAe3t7SRwbG6vzNZKSksTXhfHdNDAwkCTg5vcYivtcqJPzelH1k1PO9wVB0LhWeno63NzccOHCBbHN2dkZp0+fRqlSpbTee/ZrDMh93WiSvb9SqdQ6+V+pVOLPP/+UtBVlReDs339A3jWgVCoLfL4zMjJyvV8U56Iga+jinkpERERERERERERERERERKoxOZaISIXPPvtMfO3n5yc7oZE0q1mzpqTCYGRkZJ7JTXl59uyZJC5durRO9/ahOHz4MIYMGSJJ8Fu/fj369++f7zmzJ6olJydrNTZn0pu5ublW45VKZa7Hhhdl0h4AxMXFSWJtKhbL8ebNG0myas4qmrqS/Tjycwwfwrn4ECiVSvTv3x/e3t5iW9myZXHmzBk4Ojrma86cyaBFfZ2dOXNGco9s1qwZKleurNUcBfHkyRNJXFjXgBxFcS4KskZBzzUREREREREREREREREREanH5Fii4uToCFhY/G/85DPRqDhlfzxybGysJIGKCkZPTw89evQQ4+TkZAQEBMgae+XKFUlct25dne4tpzp16kAQBK1+tm3bJpljzpw5kvc9PT3Vrnn27Fn06dNHkjD866+/YuTIkQU6luyJajExMXj16pXssUFBQSrnkqO4k/YAwN/fXxKXL19ep/MfP35cEtepU0en8wPAo0ePkJiYKMb5OYYP4VzktHLlSq2vs5yPpQ8NDZW87+zsrHbNkSNHYu/evWJcqlQpnDp1CpUqVcr3ceS8Lu7fvy97bHp6OoKDg8XY2NgYlpaWWq3v5eUliYs66Tnn70lV18CtW7e0Pt/ZOTk5Sd4LCwvLtUZRnIuCrFHQeyoREREREREREREREREREanH5Fii4hQf/7/185Hp16+fJJ4/f36ej3am/Pnuu+8k8ZYtW2SN27x5syRu3769zvb0IfD19UXPnj2Rmpoqts2ePRtTpkwp8NyNGjWSxH///bescUlJSTh8+LCkrUmTJlqtvX37dklc1El7ycnJ+OuvvyRtuvzupKenY/HixZK2jh076mz+LH/88Yckzs8xFPe5+BBMnTpV8llaWlrCx8cHtWrVKtC8derUgZGRkRifP39edhL64cOHJYnPX3zxhVZrx8XF4eDBg2JsZmaGb7/9Vqs5CiI2NharV6+WtBXGNSBXUZyL/N5TAWDXrl2SWNt7KhERERERERERERERERERqcfkWCIiFerXry9JPPP19cXEiRNzVbBTRW6//1Vt27ZF8+bNxXjz5s24evWq2jF//PGHpE/NmjXRrl27QttjUbt37x46d+6MhIQEsW3ChAmYO3euTubPXq0XABYsWIDw8HCN46ZNm4bXr1+Lsaurq8aqnNnFx8frLGkvNTUVd+7c0WqMUqnEyJEj8fTpU7GtcePGqF69ep79nz9/jrdv32o1/4gRI3Dv3j2xzcHBIVcCeHb+/v5aJ9sfP34cq1atEmN9fX18//33Ws2hy3Pxsfrll1/w22+/ibG5uTm8vb11UoW6RIkSaN26tRinpKRg3LhxGse9efMmVwJ8zutVk3379iE5OVmMe/XqhZIlS2o1R5aQkBAkJSXJ7p+SkoJvv/0WUVFRYlvt2rXRpk2bfK2vC0VxLlq0aAErKysxDggIwLp16zSucfXq1VyJ7t27d9c4joiIiIiIiIiIiIiIiIiI5GNyLBGRGuvXr4eFhYUYr169Gr169UJISIjKMcHBwZg5cyaGDBlSFFv8qP3666/Q19cHAGRmZqJLly44duxYrn5KpRJr1qzBqFGjJO2LFy+Gnt6n8assLCwMHTp0kCRljhgxAsuXL9fZGr1790aNGjXEODo6Gs2bN8e5c+fy7P/27VsMHz4ca9askbTPmTNHq3X37t0rSbQrSNJecnIy6tSpAzc3N/z7779IS0tT2//69eto3bo1duzYIbbp6elJkkxz8vPzg7OzMyZPnoyAgAC189+6dQvt2rXDtm3bJO2//PILzM3NVY6bN28ePvvsM6xZs0ZjNcvXr19j+vTp6NmzJ9LT08X2kSNH4rPPPlM7NiddnouP0e+//44ZM2aIsYmJCY4cOYIvv/xSZ2vMnj1bEu/btw+9e/dWeZ59fX3RrFkzhIWFiW329vYYMWKEVut6eXlJ4oJUBD569CgqVqyIuXPn4tGjR2r7XrhwAU2aNIGPj4/Ypqenh2XLlkGhUOR7D7pQ2OfCxMQkVyLtuHHjMH/+fEmichZBELBr1y506tRJcu/q1q0b6tevL/ewiIiIiIiIiIiIiIiIiIhIBoXA0oZExcfCAoiPL+5dFI2SJYG4uOLeRb4cPXoUbm5ukkQWPT09NGzYEA0aNICtrS1SU1Px/Plz3Lx5E/fv3wcA9OzZE4cOHco1n5eXFwYPHizGoaGhsqpwhoWFoWLFimK8bds2lclPzs7OYkVQd3f3XElTcsybNw/z5s3L1S4IApRKpRgrFIo8E1SdnZ0RHByscZ3169djzJgxkrY6deqgefPmsLa2xqtXr+Dj4yNJVgKAn376Kddj7D8UOc/xnDlz4OnpqXbM3Llzc/XJShzWxuzZs3MlhGXn7++Pli1bSqrTAu+rwTZt2hR2dnZISUnB/fv3cfbsWcmjxQFg6NCh2Lx5s1Z7atGiBS5evCjGp0+fRtu2bbWaI8u7d+9gbW0txmZmZqhduzZcXFxgY2MDMzMzJCQkICIiAn5+fnjy5IlkvEKhwJYtWyTnJ6dDhw7h66+/FuMyZcqgbt26qFSpEqysrCAIAiIjI3H9+nUEBgbmGj9lyhT8+uuvao/jq6++wuHDhwG8v59UrVoVderUQZkyZWBpaYm0tDS8efMGgYGB8PPzQ0ZGhmR8x44dcfjwYRgbG6tdJyddnovi1qpVK/z3339iLOdeWrFiRcm9RNX9S5OQkBA4OTmpfH/mzJlYtGiRpM3Y2BitWrWCq6srzM3N8ebNG1y9ehU3b96U9DM0NMTx48e1Oi8hISGoUqWKGFeoUAFhYWH5Tk5duXIlJkyYIMbOzs6oU6cOKlSoACsrK6Snp+Ply5e4fPkyHj9+nGv8unXrMHr06HytrUr2Y3Fycsr1O0GVwj4XaWlp6NixI86fPy9pt7W1Rbt27VCxYkUYGBjgxYsXOHv2bK59ly9fHteuXUPZsmVlHQ8REREREREREREREREREcljUNwbICL60HXv3h1nzpyBm5sbIiMjAbyvZHr9+nVcv369mHdXeJRKpazHvguCkGe/nMl8qowePRrJycmYMWOGmIB869Yt3Lp1K8/+CoUC8+fPx8yZM2XN/7HI629V5Hz+OWVPXM5LvXr1cOLECfTr1w9Pnz4V2wMDA/NM9MyiUCgwduxYLFu2TKv9PHnyBJcuXRLjChUq6PRR60lJSbh69SquXr2qsa+joyM2btyIbt26abXGy5cv8fLlS439TE1NsXz5cowcOVKr+ZVKJR4+fIiHDx9q7Kuvr4/x48djwYIFWifGFva5+BjkvM5U3b+0nSenhQsXwtDQEAsWLBDnT01NxcmTJ3Hy5EmV40qXLo3t27drnbCcvTIyAAwcOFCnVVvDwsJkJaPa2Nhg8+bNkuTy4lbY58LIyAiHDh3C4MGDcfDgQbH9zZs3+Pvvv9WOrVOnDvbu3cvEWCIiIiIiIiIiIiIiIiKiQvBpPIuaiKiQNWvWDI8fP8a8efNQrlw5tX1Lly6N4cOH51l1lfI2adIk+Pr6olu3bjA0NMyzj4GBAbp27Qo/P79PLjG2qDVt2hR37tzBggULUKFCBbV9DQwM8NVXX+HChQtYtWoVDAy0+7uaHTt2SBIJC5q0V7JkSezYsQP9+vWDo6OjrDF169bFqlWrEBQUJCsxtnbt2hg9ejRq1aolq6pomTJlMG3aNDx69Eh2YuysWbMwZcoU1K1bV9ZnWqpUKfzwww+4ffs2li5dChMTE1nrZKfrc0HqeXp6ws/PD/3799d4vuzs7DB9+nTcvXsXnTt31modQRByJce6u7trvd/sWrVqhSFDhqBy5cqy+lesWBGLFi3Co0ePPqjE2CyFfS4sLS1x4MABHDx4EK1bt9Z4XdWqVQtr167F9evXUbVqVdnHQURERERERERERERERERE8ikETaWviKjwWFgA8fHFvYuiUbIkEBdX3LvQmaCgINy6dQtRUVGIj4+Hubk5ypYtCxcXF7i4uDDhrACio6Nx5coVPH/+HDExMbC2tka5cuXQokULWFpaFvf2PkkhISG4efMmXr9+jdjYWBgbG8Pa2hpVq1ZFgwYNYGZmVtxbVOnly5cICgpCWFgYYmJikJycDHNzc1haWsLZ2Rn169eHlZVVvudPTEzEvXv3EBYWhlevXiEhIQEKhQJWVlYoXbo06tWrh0qVKhXoGJKTk3H37l2EhIQgMjISCQkJMDAwgIWFBezs7FCnTh3ZSYr0YUpNTUVAQADu378vfk9LliyJUqVKoW7duqhRo8YH+3sjNjYW9+7dQ3h4OCIjI5GYmAh9fX1YW1vD3t4eDRs2lJ2o/iEoinMRGxsLX19fhIaG4t27d8jMzISlpSXKli2LRo0asVIsEREREREREREREREREVERYHIsUXFiciwRERERERERERERERERERERERGRTml+VjAREREREREREREREREREREREREREdFHgsmxRERERERERERERERERERERERERET0yWByLBERERERERERERERERERERERERERfTKYHEtERERERERERERERERERERERERERJ8Mg+LeANH/tJIli3sHRed/6Vip2BgY6PbX2pkzZ9CyZUudzkn0MduxYweGDBmis/mcnZ0RHByss/mIiIiIiIiIiIiIiIiIiIiIACbHEhWv58+LewdEn5TMzEydzicIgk7nI/rYKZVKnV5nGRkZOpuLiIiIiIiIiIiIiIiIiIiIKItecW+AiIiIiIiIiIiIiIiIiIiIiIiIiIhIVxQCy+IREREREREREREREREREREREREREdEngpVjiYiIiIiIiIiIiIiIiIiIiIiIiIjok8HkWCIiIiIiIiIiIiIiIiIiIiIiIiIi+mQwOZaIiIiIiIiIiIiIiIiIiIiIiIiIiD4ZTI4lIiIiIiIiIiIiIiIiIiIiIiIiIqJPBpNjiYiIiIiIiIiIiIiIiIiIiIiIiIjok2FQ3BsgIiIiIiIiIvqQeHl5YfDgwWIcGhoKZ2fn4tvQBygtLQ1+fn4ICgrCmzdvoFQqYWlpiYoVK8LV1RXly5cv7i0WOkEQEBISgnv37iEiIgJxcXEwMTGBra0tXF1dUbt2bejr6+tkrefPn+Py5cuIjIxEYmIi7O3tUaFCBTRr1gzGxsY6WSMtLQ0XL15EeHg4Xr9+DVtbW5QvXx7NmzeHubm5TtYobHFxcbh48SIiIiIQExMDGxsbODo6okmTJrC1tS3u7VE+pKWl4f79+wgKChK//xYWFrCzs0ODBg1QuXJlna0VGBiIW7duISoqCpmZmXB0dETVqlXRsGFDna3x9u1bXL58Gc+ePUNcXBzKlCmDSpUq4csvv4Se3oddx6Io73lERERERERERES6wORYIiIiIiIiIqKPWEREBHx9feHn5wdfX1/cvHkTcXFx4vtz5syBp6enTtYKCwvDokWLsGfPHsTHx6vs5+joiM6dO2Pjxo0fXLJUz549ceTIEUmb3M8oNjYWhw4dwrFjx3Du3DlER0er7GthYQF3d3dMnDgxX8nVgiDg4MGDWLBgAQICAvLsY2VlhT59+mDBggUoVaqU1msA7xNKZ8+ejZ07d+Lt27e53jc3N0fv3r2xePFi2Nvby57X2dkZ4eHh+drT48ePUaVKFdn9/f39MWfOHJw4cQIZGRm53jc0NESnTp0wf/581K5dO197Cg4OFq8xX19fBAQEIDk5WXx/27ZtGDRoUL7m1sTPzw9NmjRBZmampF0QhEJZr6Di4uLg4uKCZ8+eSdrPnTuHVq1aaRwfHh6O/fv34+TJk7h06ZLkc87JyckJo0ePxujRo1GiRAmt95qcnIz169djxYoVeP78eZ59KlasCA8PD0yePBkGBvn75/THjx9j2rRp+Pfff5GWlpbr/bJly8LDwwPTp0+HkZGRrDkVCkW+9pKTuvNSlPc8dXR1DaSmpiIgIEByLT9+/Fgyz4d6XRERERERERERkfYUAv+1h4iIiIiIiIhI9DFUjk1OTkafPn3g5+eHV69eqe2rq+TY1atXY+rUqUhNTZU9Jjk5GSYmJgVeW1f27t2LPn365GqX8xmdO3cOnTp1yjOxTZ0SJUpg9erVku+UJomJiRgwYAAOHjwoq7+DgwP++usvtGnTRqu9BQQE4JtvvkFoaKjGvnZ2dti9e7fsNYoqOXbRokWYNWuWrIQ2IyMjLFmyBOPHj5c197NnzzBs2DD4+fnlmTicXWElx2ZkZKB+/fq4c+dOrvc+1H/WHT16NDZs2JCrXU5y7MKFCzFr1iyt16xUqRJ27dqFxo0byx4TEhKC7t274/79+7L6N2zYEPv27YOTk5NWe/vrr78wYsQIJCYmauxbr149HDhwQNYaukqO9fPzQ4MGDXK1F+U9Tx1dXAN//fUXVqxYgTt37iA9PV1t3w/1uiIiIiIiIiIiIu2xciwRERERERER0UcmNTUVR48eLbL1xo4di7Vr10ra7Ozs0KZNGzg6OsLU1BTR0dG4ffs2/P39tUqgLSoxMTEYN25cvsfHxsbmShIzNjZG48aNUaNGDdjZ2SE1NRV3797FuXPnkJKSAgBISEjAkCFDkJycjNGjR2tcJz09HZ06dcKlS5ck7Q0aNMCXX34JS0tLvHjxAj4+PoiIiAAAvHr1Cj169MCFCxdQr149WccTERGBLl26SJKrra2t0b17d5QvXx4vX76Et7e3+P7r16/Rs2dPXLlyBa6urrLWyKJQKLR6ZLzcpL9p06ZhyZIlkjYnJyd06NABDg4OePfuHS5duiRW3k1LS8OECRNgZmYGDw8PjfNHR0fj5MmTsvddGH777bc8kwI/VJcvX8bGjRvzPT4qKipXm5WVFZo1awYnJyfY2toiNjYWvr6+uHr1qtjnyZMnaNeuHc6cOYNGjRppXOfp06do0qSJZD1DQ0O0adMGrq6uMDIyQnBwME6cOCFW4vbz80Pnzp1x5coVWFlZyTqeEydOwN3dXVLxtGrVqmjTpg1sbGwQEhKCo0ePitVx/f390a1bN1y5cgUlS5ZUO3d+qnILggClUinGzs7OqF+/fp59i+qep4kurgE/Pz/cvHmzwHshIiIiIiIiIqKPC5NjiYiIiIiIiIg+EeXLl4ejoyOuXbumszl/+eUXSWKso6MjVq5ciV69euWZ8BgXF4cjR47kSqYtbpMnT0ZkZCQAoEyZMnj58mW+5lEoFGjbti1GjBiBbt265VkZ99WrVxg7diz2798vto0dOxZNmzZF7dq11c4/bdo0SWKsnZ0ddu3ahbZt20r6ZWZmYsWKFfjpp5+gVCqRmJiIHj164MGDBxofLy8IAnr37i1JjO3bty9+//13ydjU1FRMnz4dK1asAPA+6e2rr75CUFAQjI2N1a6R3cCBA+Hl5SW7vxxHjhyRJMbq6+tj+fLl+OGHH3J9L0+cOIH+/fvjzZs3AIAxY8agbt26aNiwYb7WrlKlCkqWLCkm3RaWx48fY968eQAAMzMzGBgYiImaH6K0tDQMHz5crLxZkOvM1NQUvXv3xvDhw/Hll1/mea+5desWBgwYgLt37wJ4//10c3PDw4cPYWpqqnJupVIJNzc3SWJs48aN8eeff+aqWBwTE4OxY8fir7/+AgDcv38f7u7uOHz4sMZjePXqFb777jsxMVahUGDp0qUYP3685HiioqLQu3dv/PfffwCAu3fvYuTIkeKaqmRkZGjcQ04//vgjVq9eLcYDBw7UmIxe2Pc8dQrzGjAxMUHt2rURGhqK169f62ROIiIiIiIiIiL6sMgv2UBERERERERERB+M0qVLo0uXLpgzZw6OHj2KV69e4enTp/jll190tkZQUBA8PT3FuHr16vD394ebm5vKSqAWFhbo378/rl27lmcSVXE4d+4ctm7dCgBwcHDATz/9pPUcCoUCnTt3RkBAAE6dOgU3NzeVx+fg4IC9e/eib9++YptSqcSMGTPUrvH06VOsWbNGjE1MTHD69OlcibHA+2TQyZMnY+XKlWLb8+fPsWzZMo3HcuDAAVy/fl2M27Vrh7/++itXUq2xsTGWL18ueTz6kydPsGnTJo1rFCalUolp06ZJ2jZs2IBx48bl+b3s1KkTTp48CUNDQwDvkwrlfAcUCgUcHR3x1VdfYeHChfDx8cHbt2/x+PHjAlUhlsvDw0OsxjlnzhxYW1sX+poFsWjRIty/fx8A0LlzZ3To0EHrOYyNjTFmzBiEhoZi+/btaNasmcp7TZ06dXDx4kXUqFFDbIuIiNCYmP/333/Dz89PjKtXr47Tp0/nSowF3ldT3rlzJ7755hux7ciRI7hw4YLGY1m4cCFiY2PFeO7cuZg4cWKu4yldujROnDiBmjVrim27d+/G7du3Na6hjfT0dOzatUuMFQoF3N3dVfYvinueJrq6BgwNDVG7dm0MGzYMmzZtgr+/P+Lj43Ht2jXJ505ERERERERERJ8WJscSEREREREREX1krKys8Pr1axw7dgyenp7o1q0b7O3tdb6Oh4eH+FhtExMTeHt7w87OTufrFKaUlBR4eHiI8cqVK2Fpaan1PF27doW3t7fsKogKhQJr166VPBr91KlTaqsebty4Eenp6WI8YcIEuLq6ql3nhx9+QN26dcV42bJlGisrLliwQHytp6eHDRs2qK0euWzZMlhYWIjxL7/8kq+qlbpy+vRpMQkTAJo0aYLhw4erHVO/fn2MGTNGjM+dO4fz58+rHVO7dm08e/YMBw8exIwZM9C+ffsiS1DdvHmzuD9XV1dMnDixSNbNr6CgIDEx39TUFOvWrcvXPAsXLsTatWtl38+srKwkCeUAJNVL85Kz/+rVq9VWW1YoFFi3bp2kWvLs2bPVrvH69Wv88ccfYly5cuVcCd3ZmZiYSJJ6BUHA/Pnz1a6hrWPHjiE6OlqMmzdvjkqVKqnsXxT3PHV0eQ389ttvuHXrFv744w94eHigbt26MDDgQ/WIiIiIiIiIiD51TI4lIiIiIiIiIqJcLl26hMuXL4vxhAkT1CZSfag8PT0RHBwM4H0F0T59+uRrnvwkUtnY2EiqZ6anpyMgIEBl/1OnTkniYcOGaVxDoVBI+sXHx8Pb21tl/+DgYNy6dUuMO3bsmGfFzOysra0lFSFfvXqFixcvatxbYcnP5wQgVwLtnj17dLYnXXr16hWmTJkC4P353bRp0wedyKdUKjF8+HAxkX727NmoWLFivubKz3G2bdsWpUuXFuObN29CqVTm2TcuLg6+vr5iXKFCBbRv317jGvb29ujRo4cYX7hwAS9evFDZ//Dhw0hNTRVjDw8PsXKxKm3atEH16tXF2NvbG0lJSRr3Jtf27dsl8aBBg9T2L4p7niof2zVAREREREREREQfJibHEhEREREREdEnJzQ0FPv27cP69euxcOFCLF++HLt27cLt27dVJk3JFR4ejn379mH58uVYunQpdu7cidDQUB3t/P0j3y9cuIAdO3ZgyZIlWLZsGfz9/XU2v1xbtmyRxCNGjCjyPRTU7du3sWzZMgAFq2ZZEDkTTyMjI/PsJwiCJGnVwcFBdjLyl19+KYkPHDigsu/hw4clsZubm6w1evfurXaeopTzemjatKmscTVr1oSVlZUYHz58uMD3g8IwduxYvHv3DsD7pMomTZoU74Y02LBhA65cuQIA+OyzzzBp0qQiXV+hUEiulczMTEmF1Oxu376NzMxMMf7yyy/VVk3OLvt1JggCDh06pLLvkSNHJHF+rrPk5GT4+PjIGqdJdHQ0jh07Jsbm5ua5rmldkXvPU+djuwaIiIiIiIiIiOjDxD+3JiIiIiIiIqJPQlJSEtavX4+NGzciJCREZT8bGxt0794dY8eORf369WXPHxgYiEmTJuH06dMQBCHX+82bN8eqVaskj7hXxdnZGeHh4QAAd3d3eHl5ISUlBZ6enti6dSuioqIk/X/88UfUq1dP9l4LKiMjA/v27RPj+vXrw8nJqcjW14XMzEwMGzYMGRkZAICff/65WCrfxsfHS2JV1SPfvXsn7hUAHB0dZa+Rs2/Wo8jzkrPia87EWlUaNWoEfX19MbHwwoULsvenazkTH+V+VgqFAmXLlhWT7l69eoUHDx6gVq1aut5ivh05cgT79+8H8L5a6eLFi4t5R+o9e/YM06dPB/D+8924caPGCqmFQe51lt/vTl59z58/j9GjR+fZN/t1Zm9vL/vekzMJ9MKFC/jqq69k71GVXbt2IT09XYx79eqFEiVKFHjevMg9F6p8bNcAERERERERERF9uJgcS0REREREREQfvatXr8LNzU3tY66zvH37Ftu3b8e7d+/UVv7LbufOnfDw8EBKSorKPhcvXkSzZs1w6NAhWY/pzi48PBxdu3bFvXv3tBpXWAIDA5GYmCjG2iQRfyhWrVqFGzduAABq1aqFyZMnF8s+7ty5I4nLlSuXZ7/k5GRJbGxsLHsNExMTSRwVFYU3b97A1tY2V9/79++Lr01NTSWPcVenZMmSqFKlCh4+fAgAePjwIQRBkF11U5d0+VkFBQV9MMmxcXFxkmTL5cuXSyrdfohGjx4tJkMOGzZMdhVfXUpISMCTJ0/E2NzcHNbW1nn21fV3Jy8vX75EbGysGMv5g4ksOf8IIvv1WhDbt2+XxIMGDdLJvHmRe8/Ly8d4DRARERERERER0YeLybFERERERERE9FE7evQoevfujdTUVLFNT08P9evXR4MGDVCqVCmkpKTg+fPn8PPzw+PHj7Wa//Tp0xg1ahQyMjJgZmaGNm3aoEaNGjAxMUFISAi8vb3FRKikpCT069cPQUFBKF26tKz5U1JS0KtXLzExtkqVKmjVqhUcHBwQGxuLO3fuQE9PT6s9F1RWUmkWFxcXAO8fJe7j44MdO3bA398fz549g4mJCezs7PDll1+iR48e6NatW7EkTGYXFhaG2bNnA3hfzXLTpk3FUs0yNDQUly9fFmMrKyuViXI5E8CyqpvKERMTk6stKCgIzZs3l7Slp6dLkgjLly+v1bmqUKGCmByblJSEp0+fyqoofPv2bXz33Xe4efMmXr9+DQCwtbVFxYoV0aJFC3z11VeoXbu27H3k9VnJvd5yfla6Sj7UhWnTpuH58+cAgHbt2qFfv37FvCP19u7di6NHjwIA7OzssGTJkmLZxz///CP5w4XWrVur7KvL6+zx48fIzMyEvr6+pP3BgweSuEKFCrLXsLe3h5GREdLS0vKcKz8CAwPh7+8vxk5OTmo/o4LQ5p6Xl4/tGiAiIiIiIiIiog8bk2OJiIiIiIiI6KP18OFD9O/fX5IY27NnTyxbtgyVK1fOc8yjR4/g5eWFly9fylpjzJgxyMjIQP/+/bF8+fJcSXhv3rxBnz59cObMGQDvH9u9atUqLFiwQNb8+/fvR2ZmJqytrfH777/Dzc0tV5+sRKmikrMior29PZ49e4ZBgwaJx5klISEB0dHRCAoKwubNm1G3bl1s2bJFq4QoXRsxYoRY+XbIkCFo1qxZsexj3rx5EARBjHv16gUDg7z/Oc7MzAyWlpZionVwcDBSU1NlVba8e/durraIiIhcbZGRkcjIyBBjbSo65tX/2bNnspJjb926hVu3bkna4uLiEBoairNnz8LT0xOdO3fG6tWrUaVKFY3zlS1bVhLfvXtXVrJffHw8wsPDJW15fU7F4fLly9i4cSOA9xVKN2zYUMw7Ui8mJgbjxo0T42XLlqms1lqY0tLS8Msvv0javv32W5X98/ruyJWzb1paGiIjI3PNmZXcmUWb60yhUMDR0RGhoaEA3l9jBZWzauzAgQML7Q8YtLnn5fSxXQNERERERERERPThK9qyI0REREREREREOjRmzBjExcWJ8dixY3Hw4EGVibEAUK1aNSxatAhbt26VtUZaWhqGDx+OnTt35lmd0tbWFvv375e8t3PnTtnHkJmZCSMjI5w6dSrPxFgAMDIykj2fLrx9+1YSJyQkoGnTprkSY/MSEBCA5s2bw8fHp7C2p9bOnTvFtUuXLo1ff/21WPZx6tQpeHl5ibGRkRGmT5+udsyXX34pvk5LS5P9Gf7777+52rIeda+urWTJkrLmV9U/ISFBq/HqHD9+HA0aNMCxY8c09s3+OQF5H7+qNZRKpaQtr8+pqGXdY7KSCmfOnCkrSbg4TZ48GZGRkQCAtm3bon///sWyj3nz5onVjAGgevXq+O6771T2d3V1lXyPr127hujoaFlr5fXdLOzrLCMjQ/LHH9rKzMzEX3/9JcYKhQLu7u75nk+d/NzzsnyM1wAREREREREREX34mBxLRERERERERB8lX19fSbJmo0aNsHz5ctkV8eT2c3BwwOrVq9X2sbKywqBBg8T46dOnePHihdow5qgAAGLJSURBVKz5AWDSpEmoX7++7P6FLat6aZbJkyfj6dOnAID69etj3759iIyMRGpqKsLDw/H7779LHh2emJiIPn36ICwsrCi3jejoaEycOFGMly1bBhsbmyLdAwC8ePECAwYMkLRNnz5dY7JXt27dJPGiRYtyJXPm9PTpU+zYsSNXe16Jq1nVdLOYmJionTunnP01Jcc6Ojpi9OjROHDgAIKDgxEfH4+0tDS8fPkSx48fx4gRIySVcWNjY+Hm5obr16+rnTfn57RlyxaNlaAzMjKwePHiXO26TPDNr4ULF+L+/fsAgBo1amDq1KnFvCP1zp07J/5xgbGxcbFV+Dx16pSkaqxCocCGDRtgaGiocoy+vj46deokxmlpafjtt980rvXPP//kqqgNfBjXmTonTpzAq1evxLhZs2Zq/3gkv/J7z8vysV0DRERERERERET0cWByLBERERERERF9lHbv3i2JZ8+eLfvxzdoYOnSorOSmFi1aSOKsRB85Ro4cqfW+ClPOZKx3794BAL7//ntcv34dbm5usLOzg5GRESpUqIDhw4fjzp07aNy4sWTM+PHji3DXwPjx48UqkK1bt86VrFUUkpOT8fXXX4tVNQHgiy++wMyZMzWOHTRoEGxtbcX42rVrkmTfnGJjY9G7d+9cyXhZ+9DUlj0xVY6c/fNaI8uWLVsQFhaGdevW4euvv0blypVRokQJGBoawsHBAZ06dcLGjRtx9+5duLq6iuNSUlLw3XffIS0tTeXctWrVQufOncU4NjYW3377rcoqsIIgYOzYsQgICMj1nrpjKApBQUGSpN2NGzcWeaVobaSkpMDDw0OMZ8yYgapVqxb5PoKDg/Hdd99JkscnTZqE1q1baxw7efJkSbxs2TLs379fZf/AwECV9+jivs402b59uyTO/kcculKQex7w8V0DRERERERERET08WByLBERERERERF9lM6fPy++trS0lCTL6VLOpFdVnJ2dJXFWQqkmlSpVklRd/RDklcxVvXp1bNmyBfr6+nmOsbS0xL59+ySPBD9y5AgePXpUaPvM7sSJE+Ljw42NjbFx48YiWTe7zMxM9O3bF76+vmJb+fLlsX//frXVLLOYmZlh7dq1krZVq1ahVatW8Pb2xrt376BUKvHixQts3rwZn3/+ubiWhYWFZFyJEiVyzZ8zyVtdAmpecj7eXV3SeNu2bWUlq1epUgWnT5+WXANhYWHYvHmz2nErV66UfNcuXbqEOnXqYNu2bXj58iWUSiXevXuHo0ePonnz5uL3Qc7nVFSUSiWGDx8unodBgwahZcuWxbYfOTw9PREcHAzg/T1h2rRpRb6HyMhIdOrUCW/fvhXbOnToIKkiq06jRo0wYsQIMc7MzESfPn0wbNgw+Pr6Ijk5Genp6Xjw4AE8PT3RpEkTMek++3cOKP7rTJ2YmBgcOXJEjM3MzNC7d+98zaVKQe95H+M1QEREREREREREHw8mxxIRERERERHRR+nevXvi60aNGkFPr3D+mcPR0VFWP3Nzc0ks91HYNWrU0HpPhS2vhK+pU6dqrIBYvnx5DBkyRIwFQcC///6r8/3llJiYKKnsOG3aNFSrVq3Q183Jw8MDhw8fFmMbGxucOHFC9ncIAL777jvMmjVL0vbff/+ha9eusLa2hr6+PhwdHTF8+HA8ffoUANCuXTsMHjxYMsbKyirX3DnPq7YVKVNSUtTOl192dnZYsmSJpG3Pnj1qx1SrVg27du2Cqamp2PbkyRMMGTIEZcuWhb6+PqytrdGjRw9cvnwZwPtr+bfffpPMk9fnVFTWr1+PK1euAABsbW1z7e1Dc+vWLSxbtkyMi6PCZ2xsLDp37oyQkBCxrWHDhvjnn3+0qhy+cuVKtGvXToyVSiW2bNmCxo0bw8zMDEZGRqhZsybmzp0rVmb29PRE9erVJfN8yNfZnj17JIm233zzTa7k3oIq6D3vY7sGiIiIiIiIiIjo48LkWCIiIiIiIiL66MTFxSE9PV2My5YtW2hr5Ux6VUWhUEhiQRBkjSvO5DxV8kqg6t69u6yxOftlJT4VplmzZiE8PBzA+6TJ6dOnF/qaOU2ZMgVbt24V4xIlSsDb2xu1atXSeq758+fDy8sLpUuX1tjXw8MDhw4dypVQZ21tnatvziQ7uQncWeLj49XOVxBubm6Sqq5Xr15FUlKS2jHdunXD+fPn4eLionH+5s2b4+LFi7kqx+b1ORWFZ8+eYcaMGWK8dOlSlCpVqlj2IkdmZiaGDx+OjIwMAIC7uztatWpVpHtITk5Gjx49EBAQILbVrFkT3t7eWn8XTUxMcPz4cUyaNEljgq+pqSlWr16NOXPm5LoGCvs6MzAwyHfl2O3bt0viQYMG5WseVQp6z/vYrgEiIiIiIiIiIvr4MDmWiIiIiIiIiD46hZmkV9TkPHq6qJUrV04S29nZyUrUBABXV1dJ/Pz5c53tKy/h4eFYvXq1GG/YsEFjhVtdW7hwIZYuXSrGxsbGOHjwIBo3bpzvOd3d3fHkyROsW7cO3bp1Q4UKFWBqaoqSJUuiZs2aGDVqFHx9fbFp0yaYm5vj9evXkvF5JajZ29tLqmtGRERotadnz55J4pzfk4IwMDBAw4YNxTgjIwMvXrzQOK5Ro0a4c+cO9u/fj4EDB6Jq1aqwsLCAiYkJKlWqhG+++QYHDx7E+fPnUbFiRVmfU1Hw9PQU72MtW7bUeeKiru3evRs3btwA8L7CZ/bve1FIT0+Hm5sbLly4ILY5OTnBx8cn3wmVBgYGWLp0KR49eoS5c+eiefPmKFOmDIyMjGBra4v69evD09MTDx48wNixYwFA8v0pW7YsLC0tc82bs2qqNteZIAiSe6Y2Vaeze/jwIa5fvy7GTk5OaN26db7myosu7nkf2zVAREREREREREQfH/nPmiIiIiIiIiIi+kDkrP6obWU+Ui9nwqA21TVz9n379q1O9qRKTEwMlEqlGHfo0EHjmJxVfefNm4cFCxaI8ezZszF79mxZ669fvx6zZs0SY319fezZs0fyyPb8KlGiBEaPHo3Ro0dr7Hv37l3xtZWVFapUqZKrj5GRESpWrIjHjx8DeJ+0JwhCrqrHqjx9+lR8bWpqCicnJ1nj5LKzs5PE0dHReR5HTnp6evjmm2/wzTffaOyb/XMCIEnILUrR0dHi64sXL0qSllXJzMyUxDnHZFV1LQzZ9/v27Vs4ODhoHJP9ugSAtm3bSr5rZ86cQcuWLWXNM2DAAHh7e4ttDg4OOH36tE4StJ2cnGRd8y9evEBMTIwYq/ru1KhRQxJnv240iYyMRFpamsq55PLy8pLEAwYMkH2da6Kre97Hdg0QEREREREREdHHh8mxRERERERERPTRKVmyJIyMjMQkosKuTvq/Judj6lNTU2WPzdk3v48Ez6+cyVNyCIIgGZczqU+VnTt34ocffhBjhUIBLy8vfPXVV1rvoSBiY2Px5MkTMW7UqJHKRLiaNWuKybHJycl4+PChrAS8+Ph4BAcHi3H16tV1lmyXJSkpSRIXxnfH399ffG1ubo7PPvtM52toS+73Laf8fNd1Ief1IlfO48yZpK7KyJEj8ffff4uxjY0NfHx8ZCVO61L27w4AlVVSsyrKxsbGAgACAgLyvUbNmjW13OX7z/nPP/+UtOmqKmth3fM+tmuAiIiIiIiIiIg+DnrFvQEiIiIiIiIiovzIntTm5+eX7+Qayq1mzZqSKp6RkZGyK/I9e/ZMEpcuXVqne/tQHD58GEOGDJEk+K1fvx79+/cv8r0cOnRIkiTWr18/lX2bN28uia9cuSJrjevXr0vWaNGihZa71Cx7gi+Qu5JsQYWFheHmzZti3Lt3b1nVKqn4TJkyBX/88YcYlyxZEidOnICrq2uR7+Wff/4RXysUCvTt21dl32bNmomvIyMjc323Vcl5PebnOjtz5ozkPtysWTNUrlxZ63ly+pDueURERERERERERHIwOZaIiIiIiIioMDg6AhYWH9ePo2Nxf2paadWqlfg6NjZW8shtKhg9PT306NFDjJOTk2VXP8yZ3FW3bl2d7i2nOnXqQBAErX62bdsmmWPOnDmS9z09PdWuefbsWfTp00eSMPzrr79i5MiRhXGIGmVPHrSwsEDv3r1V9s1+XgFg3759stbI2a9nz55a7FCziIgI3L17V4zt7OxQpkwZna6R/XMCgGHDhul0fm0cOnRI6++tk5OTZI6c7xem8ePHa71fd3d3yRznzp2TvJ/9Hp6XhQsXYunSpWJsamqKf//9Fw0bNiyMQ1TrzZs3OHDggBi3bdsWzs7OKvvn9zrbv3+/+NrExAQdOnTQbqMAvLy8JLEuqsYWxj3vY7sGiIiIiIiIiIjo48PkWCIiIiIiIqLCEB//cf58RHJWx5w/fz4fsaxD3333nSTesmWLrHGbN2+WxO3bt9fZnj4Evr6+6NmzJ1JTU8W22bNnY8qUKcWynz179uDy5ctiPHbsWJiZmansX61aNXz++edi7OPjg+DgYLVrxMTESB5rb29vr/PKsfPnz5ckt3Xo0AEKhUJn84eGhmL58uVi3LRpUzRt2lRn85NurV+/HrNmzRJjIyMjHDhwoFAqFssxc+ZMxMXFifHUqVPV9u/ZsyeMjIzE+I8//kB6erraMWfPnsXDhw/FuEuXLjA3N9dqn3FxcTh48KAYm5mZ4dtvv9Vqjpw+tHseERERERERERGRXEyOJSIiIiIiIqKPUv369SWJl76+vpg4caLs6nGsMqde27Zt0bx5czHevHkzrl69qnbMH3/8IelTs2ZNtGvXrtD2WNTu3buHzp07IyEhQWybMGEC5s6dWyz7uXr1KoYPHy7GVapUkSQUqpK9j1KpxKhRo9ReD5MmTUJsbKwYT5s2DQYGBnn2TUtLkyT4ybF161ZJVVeFQoHx48drNYc6UVFR6NKlC1JSUgAAhoaG+P3333U2P+nWrl278MMPP4ixvr4+du/ejU6dOhXLftasWYNNmzaJ8ffff68x6d/e3l5SmTgkJASLFy9W2T8lJQVjx44VY4VCIetazmnfvn1ITk4W4169eqFkyZJaz5PlQ7vnERERERERERERaYPJsURERERERET00Vq/fj0sLCzEePXq1ejVqxdCQkJUjgkODsbMmTMxZMiQotjiR+3XX3+Fvr4+ACAzMxNdunTBsWPHcvVTKpVYs2YNRo0aJWlfvHgx9PQ+jX9+CgsLQ4cOHfD27VuxbcSIEZJqpLpw4sQJ9OnTB+fOnVNZCTkpKQmLFy9G27ZtxaQ1Q0NDbNmyBSYmJhrXcHNzkzya/vTp0/j+++8lCXAAkJqaiokTJ2Lbtm1im7Ozs9pHqSclJcHFxQV9+/aFj4+P5DHsOb169QpjxozB0KFDJe0DBw5E/fr11R5DYmIimjZtit27dyMxMTHPPkqlEgcOHEC9evXw4MEDsX3u3LmoVauW2vmpeBw7dgzu7u5israenh62b9+OXr166XSdBQsWYPLkybh3757KPi9fvsSgQYMwbtw4sa1cuXJYsWKFrDVmzpwpSUydM2cOVqxYAaVSKekXFRWFzp07IygoSGzr06cP6tatK/dwRF5eXpJ40KBBWs+RpajueURERERERERERIVFIbBMChEREREREZHuWVgA8fHFvQvtlCwJZHts9Mfi6NGjcHNzQ1pamtimp6eHhg0bokGDBrC1tUVqaiqeP3+Omzdv4v79+wDeP/b60KFDuebz8vLC4MGDxTg0NBTOzs4a9xEWFoaKFSuK8bZt21QmJjk7OyM8PBwA4O7uniuhSY558+Zh3rx5udoFQZAkXykUijwTVJ2dnREcHKxxnfXr12PMmDGStjp16qB58+awtrbGq1ev4OPjg7CwMEmfn376SW2lxOKU8xzPmTMHnp6easfMnTs3V5+sxGFtzJ49G7Nnz1b5/r///ovu3bsDAEqVKoVGjRqhWrVqsLS0RExMDEJDQ3HmzBkkJSWJYwwMDLBjxw707dtX9j7Cw8PRqFEjvH79WmyztrZGjx49UK5cObx69Qre3t54+fKl+L65uTkuX76M2rVrq5z33bt3sLa2FmMLCwvUqVMHNWvWhLW1NYyMjPD27Vvcvn0b169fl1y3ANC8eXOcOnUKxsbGavefkJAgJh6ampqiYcOG+Oyzz2Bra4vk5GQ8f/4cZ8+eRWRkpGTcmDFjsHbtWs0f0P83dOhQbN++PVd7zutMT08PCoUiV7+WLVvizJkzstdTJ/t9I2sPH7JBgwZJPrtz586hVatWase0bt0a58+fl7Tl5zo7c+YMWrZsqfL9yZMnY9myZQCASpUqoUGDBnBycoKpqSlev36Nu3fv4sqVK5JzbG9vj9OnT+Ozzz6TvY9jx46hR48eknmqVq2Ktm3bwsbGBsHBwTh69Kik2mutWrVw9epVyR9+yBESEoIqVaqIcYUKFRAWFpbn91KOorrnaaMg14Cqatc5/whB1TFu3boVAwcOlL0eEREREREREREVv7z/RYiIiIiIiIiI6CPRvXt3nDlzBm5ubmIinFKpxPXr13H9+vVi3l3hUSqVKiuLZicIQp791FX0zG706NFITk7GjBkzxETGW7du4datW3n2VygUmD9/PmbOnClr/o9FXklYcj7/nHJWjVQnOjoa3t7e8Pb2VtnHwcEBf/75J9q2bavVPpycnODt7Q03NzcxsTkmJibPRFDgfaLurl271CbG5iUuLg4XLlzAhQsXNPYdPXo0li5dqjExNqfk5GSNaxgZGWHx4sWYMGGCVnNnZmbKOs+qzmt+viP/y3R1nWmTNPnkyRM8efJEbZ9GjRphz549kj+AkKNr167Ytm0bRo0aJSa0P378GI8fP86zf506dXDw4EGtE2MBYMeOHZJ44MCB+U6MBYrnnleY5O5dVb8P5TiIiIiIiIiIiEi+T+O5dkRERERERET0P61Zs2Z4/Pgx5s2bh3LlyqntW7p0aQwfPjzPqquUt0mTJsHX1xfdunWDoaFhnn0MDAzQtWtX+Pn5fXKJsUWpevXq+OqrrzQmx5UtWxaenp54+PCh1omxWerXr49bt25h7Nixkmqv2ZmZmWHgwIEIDAxE+/btNc5pZmaGGTNm4Msvv5SV5FqiRAn0798ffn5+WLduHUxNTWXt3djYGEOHDtV4vZubm2Po0KG4f/++1omx9Olq06YNWrRoofJ+lqVOnTrYtm0brl69qnVibJaBAwfC398fX331lcr1ypQpg9mzZ+P69euyKpXnJAhCruRYd3f3/GyXiIiIiIiIiIjok6EQPvTnbxERERERERF9jCwsgPj44t6FdkqWBOLiinsXOhEUFIRbt24hKioK8fHxMDc3R9myZeHi4gIXF5cCVdP7XxcdHY0rV67g+fPniImJgbW1NcqVK4cWLVrA0tKyuLf3yVAqlbh//z6CgoLw7NkzJCYmwtDQEGXKlEHt2rXx+eef6/R7nJqaiosXLyI8PByvX7+GjY0NypcvjxYtWqBEiRL5mjMjIwMPHz5ESEgInj17hri4OGRkZMDS0hLW1tZwcXHB559/nq9HtWf39OlTBAYGIiwsDLGxsQAAW1tb1KpVC40aNdK6Ei3970hJScHt27fx6NEjREZGIjk5GWZmZnByckLDhg3h5OSk0/XevHmDy5cvi9eDg4MDKlWqhKZNmxb4OiAiIiIiIiIiIiIpJscSERERERERFQYmxxIREREREREREREREREVC73i3gAREREREREREREREREREREREREREZGuMDmWiIiIiIiIiIiIiIiIiIiIiIiIiIg+GUyOJSIiIiIiIiIiIiIiIiIiIiIiIiKiTwaTY4mIiIiIiIiIiIiIiIiIiIiIiIiI6JNhUNwbICIiIiIiIvoklSxZ3DvQ3se4Z/qoGBjo9p+izpw5g5YtW+p0TqKP2X///Ye2bdvqdM6MjAydzkdERERERERERERUFJgcS0RERERERFQYnj8v7h0QfXAyMzN1Op8gCDqdj+hjJwiCzq8zIiIiIiIiIiIioo+RXnFvgIiIiIiIiIiIiIiIiIiIiIiIiIiISFcUAktsEBERERERERERERERERERERERERHRJ4KVY4mIiIiIiIiIiIiIiIiIiIiIiIiI6JPB5FgiIiIiIiIiIiIiIiIiIiIiIiIiIvpkMDmWiIiIiIiIiIiIiIiIiIiIiIiIiIg+GUyOJSIiIiIiIiIiIiIiIiIiIiIiIiKiTwaTY4mIiIiIiIiIiIiIiIiIiIiIiIiI6JNhUNwbICIiIiIiIiKiT4+XlxcGDx4sxqGhoXB2di6+DX2A0tLS4Ofnh6CgILx58wZKpRKWlpaoWLEiXF1dUb58+eLeYqETBAEhISG4d+8eIiIiEBcXBxMTE9ja2sLV1RW1a9eGvr6+TtZ6/vw5Ll++jMjISCQmJsLe3h4VKlRAs2bNYGxsrJM10tLScPHiRYSHh+P169ewtbVF+fLl0bx5c5ibmxd4/vT0dAQGBuLOnTt4+/YtkpOTYWFhgbJly6JBgwZwcnLSwVEUDT8/Pzx69AjPnz+HmZkZHB0d0bhxY5QtW1Yn8xf2ufiYJCcn4969e7h//z6ioqKQnJwMKysrlClTBo0aNUK5cuV0so5SqcTNmzdx7949REVFwcDAAGXLloWLiws+++wznaxRVEJCQhAQEIBnz54hMzMTjo6O+Oyzz3R+HIX5e+Dp06e4ceMGXrx4gdjYWJiYmMDGxka8txoaGhZo70qlEkFBQbh16xaio6ORmJiIEiVKwN7eHvXq1UPVqlWhUCgKtAYRERERERERUUEwOZaIiIiIiIiIiP7nRUREwNfXF35+fvD19cXNmzcRFxcnvj9nzhx4enrqZK2wsDAsWrQIe/bsQXx8vMp+jo6O6Ny5MzZu3KizBFFd6dmzJ44cOSJpk/sZxcbG4tChQzh27BjOnTuH6OholX0tLCzg7u6OiRMn5iu5WhAEHDx4EAsWLEBAQECefaysrNCnTx8sWLAApUqV0noNAIiLi8Ps2bOxc+dOvH37Ntf75ubm6N27NxYvXgx7e3ut53/x4gWWLFmCHTt24N27dyr7ubi4YMyYMfDw8NDZdyYzMxMNGzbM9flt27YNgwYN0mouQRCwZs0arF69GiEhIbne19PTQ7t27bBw4UI0aNAgX/st7HNRVJ4+fQoXFxckJCRI2uX+ocH9+/exf/9++Pj44Pr160hPT1fZt1atWhg7diyGDh2ar4TJd+/eYenSpdiwYUOenznw/rs5btw4eHh4aD1/1hpZ9+ese/XLly/F91u2bInz58/na+7sTpw4gfnz5+PKlSt5vv/555/jp59+Qr9+/Qq0TmH9HlAqldi8eTPWrFmDu3fvquxnYWGBAQMGYPr06XB0dNRq77Gxsfjtt9+wZcsWvHr1SmU/Z2dnjBgxAuPHj4eJiYlWaxARERERERER6YJCEAShuDdBRERERERERESflo+hcmxycjL69OkDPz8/tQk+gO6SY1evXo2pU6ciNTVV9pjk5OQPKrFo79696NOnT652OZ/RuXPn0KlTJ6SlpWm1ZokSJbB69WrJd0qTxMREDBgwAAcPHpTV38HBAX/99RfatGmj1d4CAgLwzTffIDQ0VGNfOzs77N69W6s1Dh8+jEGDBqlNis2pUaNGOHToEMqUKSN7jCq//vorfvrpp1zt2ibHvn37Ft9++y3OnDmjsa+hoSGWLFmCCRMmaLPVQj8XRalr167w9vbO1S7nXurh4YE//vhD6zXr1q2LPXv2oFq1arLH3LhxAz179sSLFy9k9e/YsSN2794Na2trWf1/+uknHDx4EMHBwVD3vzIKmhwrCAImTZqElStXql0nS79+/bB169Z8VZ0urN8DkZGR+Prrr3H16lXZ81paWmLr1q3o1auXrP5Xr15F79698fz5c9lrVK9eHQcPHkTNmjVljyEiIiIiIiIi0gVWjiUiIiIiIiIiov9JqampOHr0aJGtN3bsWKxdu1bSZmdnhzZt2sDR0RGmpqaIjo7G7du34e/vr1XiVFGJiYnBuHHj8j0+NjY2V2KssbExGjdujBo1asDOzg6pqam4e/cuzp07h5SUFABAQkIChgwZguTkZIwePVrjOunp6ejUqRMuXbokaW/QoAG+/PJLWFpa4sWLF/Dx8UFERAQA4NWrV+jRowcuXLiAevXqyTqeiIgIdOnSRZJcbW1tje7du6N8+fJ4+fIlvL29xfdfv36Nnj174sqVK3B1ddU4v4+PD3r37i2p+mlgYIA2bdrA1dUV5ubmiI6OxpUrV3Dr1i2xj6+vL9q2bYtr167BwsJC1rHkJSQkRCdJ4enp6fjmm28kyYuGhobo0qULatasifj4eFy8eBF37twR+0+cOBFWVlayE6IL+1wUpd27d+eZGCvX69evc7XZ2dmhWbNmKFeuHKysrBAdHY3Lly/j9u3bYp+AgAC0atUKly5dQqVKlTSu4+/vj5YtWyIpKUlsMzMzQ4cOHVCjRg0olUo8ePAAp06dQnJyMgDg5MmT+Prrr+Hj4wMjIyONa5w8eRKPHz+Wc9gFMmvWLKxYsULS1rRpUzRs2BAGBga4desWzpw5IybO7tq1C4aGhvDy8tJqncL6PZCQkIC2bdvi3r17kvaaNWuiRYsWsLe3R3JyMoKCgnDmzBnx3hobG4s+ffrgyJEj6Ny5s9o1bt++jU6dOkmqqisUCjRr1gz169eHpaUlYmJicOPGDUnl3YcPH6Jt27a4fv06ypcvL+t4iIiIiIiIiIh0QiAiIiIiIiIiItKxbdu2CQDEn9DQ0OLeUi4xMTGSPWb9lC9fXvjiiy8kbXPmzCnQWosWLZLM5+joKOzbt0/IzMzMs39sbKywc+dOoXHjxkJycnKB1talIUOGiMdQpkwZrT+jgwcPCgAEhUIhtGvXTti3b5/K43v58qXg5uYmWUNPT0+4deuWxnUmTpwoGWdnZyecPn06V7+MjAzht99+E/T09CTnJj4+XuMaSqVSaNy4sWSdvn375hqbkpIiTJgwQdKvUqVKQkpKitr5k5KSBCcnJ8m4Fi1aCOHh4Xn2P3PmTK5zMmHCBI3HoU7btm1Vnu9t27bJnmfq1KmSsa6urnneE/7880/ByMhI7GdkZCTcvXtX4/yFfS6K0ps3bwQ7Ozvx+25vb6/1vbRnz54CAMHS0lIYM2aMEBAQoLLv2bNnhfLly0vWaNiwoaBUKtWuERcXJzg7O0vGde3aVXj58mWuvs+ePRPat28v6Ttu3DiNxyEIglC7du1c92hra+tc87Vs2VLWfHk5duyYZC4rK6s87xf+/v5CuXLlJH1///132esU5u+BnNeYlZWVcPDgwTz7RkZGCt27d5f0L1eunJCYmKhy/ryusc8++0wIDAzMs7+/v79QvXp1Sf+vv/5a7TEQEREREREREekak2OJiIiIiIiIiEjnPpbk2NKlSwtdunQR5syZIxw9elR49eqVIAiCcO7cOZ0lx967d0+S8Fe9enUhMjJSR0dRdM6ePSseg4ODg7By5UqtP6NDhw4JnTt3lpXgKgjvE7L69u0rWadLly5qx4SHhwuGhoZifxMTE+HOnTtqx6xevVqyhqenp8a97d+/XzKmXbt2ahMKBw8eLOm/atUqtfP//fffkv5Vq1YVEhIS1I65deuWYGBgII6xsLAQUlNTNR5LXrJfw66ursLMmTPzlRz77NkzwcTERJKoHB0drbL/9u3btU6oK+xzUZTc3d3FfY0aNUpo2bKl1vfS/v37C7NmzRJiY2NlrRkeHp4rCXfv3r1qx+RM9GzZsqWQnp6usn9qaqrkjw4MDQ2F4OBgjXtr2rSp0KxZM2HChAnCrl27hMePH4vv6SI5VqlUCp9//rk4j0KhEP777z+V/R8+fCj5PpctW1bWHzAU5u+BtLQ0wdLSUvJ5+Pj4qB2Tnp4uNGnSRDJm9+7dKvtfv35d0tfGxibPROjsnj17JlhZWUk+2+fPn+frGImIiIiIiIiI8kMPRERERERERERE/4OsrKzw+vVrHDt2DJ6enujWrRvs7e11vo6HhwfS0tIAACYmJvD29oadnZ3O1ylMKSkp8PDwEOOVK1fC0tJS63m6du0Kb29v1K5dW1Z/hUKBtWvXomTJkmLbqVOnJI/1zmnjxo1IT08X4wkTJsDV1VXtOj/88APq1q0rxsuWLVO7BgAsWLBAfK2np4cNGzZAoVCo7L9s2TJYWFiI8S+//IKMjAyV/U+fPi2JJ06cCHNzc7V7ql27Nr7++msxjouLg5+fn9oxeXn9+jUmTZoE4P052LRpEwwMDLSeBwCWLl0qPsIdABYvXgxbW1uV/QcOHIgWLVqI8cGDB3H37l21axT2uSgqp0+fxvbt2wEADg4O+OWXX/I1z7Zt2zB//nzJMapToUIFyWcIAPv371c7Zu3ateJrOd8RIyMjbNy4UYzT09Mxf/58jXu7dOkSLl68iOXLl6Nv376oUqWKxjHaOHLkCO7cuSPGAwYMkHz/cqpWrRqmTJkixi9evMDmzZs1rlOYvwf8/PwQGxsrxo0bN0b79u3VjjEwMMCsWbMkbWfOnFHZP+f9aPjw4XBwcFC7hqOjI4YPHy7GgiDg3LlzascQEREREREREekSk2OJiIiIiIiIiIgKyaVLl3D58mUxnjBhAipVqlSMO8ofT09PBAcHAwA6deqEPn365Gue/CRY2tjYoEOHDmKcnp6OgIAAlf1PnToliYcNG6ZxDYVCIekXHx8Pb29vlf2Dg4Nx69YtMe7YsaPGpD1ra2v07dtXjF+9eoWLFy+q7P/8+XNJ/MUXX6idP0uTJk0k8YsXL2SNy27cuHF4+/YtgPdJfTnn1Ma+ffvE1zk/A1VGjRqlco6ciuJcFIWkpCSMGDFCjFesWJGvBHQgf9dZ7969oaf3f/+7wNfXV2Xfe/fuSb5XzZo1Q/Xq1TWuUbt2bTRs2FCMDx48KCaMFpe9e/dK4jFjxmgcM2LECOjr64uxuu8nUPi/B4riXlGc9yMiIiIiIiIiovzK35/7ExERERERERHRJy80NBQ3btxAVFQUYmJiYGpqCgcHB7i4uMDV1VWSSKWt8PBw+Pr6IiIiAkqlEvb29mjWrBkqVqyok71nZGTgypUrCAsLw8uXL2FgYIDWrVujXr16Oplfri1btkji7MlvH4vbt29j2bJlAABTU1OsW7euyPeQM9kxMjIyz37C/2vvvqOjqvb3jz8pE0JCCDX04hUiiKETunQvHfWCFL10EET8qoDSpKOIgKLClaJE0AuCXikapUoPECkCUqRI7yEkENJI8vuDlfPLmcxkJpCiw/u1FmudfWafz95nzpkZl+vJPikppqBk8eLFnQ6hNWjQwNT+3//+p27dutnsu2rVKlO7c+fOTo3RpUsXzZs3z1SnWbNmNvsmJyeb2j4+Pk6NYd0voxVUbfnxxx/1zTffSJKKFSumadOmZer4tPbu3WsK1bVv317e3t4Oj+vUqZMsFouxAvCqVas0ceJEm31z4lrkhPHjx+v06dOS7gd87d172cXf319FixY1Plv2PmOStG/fPlO7YcOGTo/ToEEDYzXj6OhobdiwQW3btn2AGT+8e/fu6aeffjLaZcqUUXBwsMPjSpUqpfr162v79u2SpB07digiIsLuisjZ/TuQE98VufV9BAAAAAAA8DAIxwIAAAAAAMBw9+5dzZ07V5999plOnTplt1+hQoXUoUMHDR06VLVq1XK6/qFDhzRs2DBt2LBBKSkp6V5v3LixZs+ebXrEvT3ly5fX2bNnJUm9evVSSEiI4uLiNGHCBH3xxRe6fv26qf///d//5Wg49t69e6YVBWvVqqVy5crl2PhZISkpSf379zceOf/OO+/kysq3t2/fNrUtFovNfrdu3TLmKt0PsTnLuu/mzZvt9rVeZdQ6WGtPcHCwPDw8lJSUJEnaunWr3b7WQfGzZ88qMDDQ4RhnzpwxtR9//HGn5iZJd+7cMa3a+uGHH6pAgQJOH2/tQd+nvHnzqnr16kaI8rffflNUVJTNlVRz4lpkt3379unDDz+UdP/c586dmyvzuHPnjrFt7zMmSTdu3DC1H/Zzllvh2MOHDysyMtJoO3vvSDKFY5OSkrRjxw517NgxXb+c+B2w9V3hjMx8V+TEGAAAAAAAAFntwZf3AAAAAAAAgEsJCwtTxYoVNWLEiAyDsZJ08+ZNffnll5o8ebLT9ZcsWaLg4GCtX7/eZjBWuh90a9SokdavX5+puUv3wzq1a9fW+++/ny4YmxsOHTqkmJgYo52ZEPFfxezZs/Xrr79Kkp588kkNHz48V+Zx8OBBU7t06dI2+8XGxpraefLkcXoM6xVNr1+/roiICJt9jx49amznzZvXqUfKS5Kfn59pFdzjx4/b/Sy0bt3a1E5dzTUj9+7d07fffmu0y5Qpo2rVqjk1N0kaPXq0zp8/L0lq1aqVunfv7vSxtqR9nyQ5FXpPZR1kP3bsmMMxsutaZKfUAHpqSHfs2LG5EkA/deqU6fvK3mdMytrP2ZEjR5w+Nqtl5f1pXStVTvwO1KxZUwEBAUb7p59+UnR0tMPjli1bZmp36NDBbt8H+T6yHsPHx0fNmzd36jgAAAAAAICsQDgWAAAAAAAAWrNmjZo1a6ZLly4Z+9zd3VWnTh0NHjxY77zzjkaMGKEePXqoYsWKma6/YcMG9e3bV3FxcfLx8VH79u01fPhwjR07Vt27dzetCHn37l316NEjUwHXuLg4Pf/88/r9998lSRUqVFD//v01duxYDR06VE2aNJG7e87+r7DUUGmqKlWqSJJSUlK0du1avfjii6pcubL8/PxUtGhRValSRQMGDNCaNWtyJaRn7cyZMxo3bpyk+4/CnjdvXoarSWaXP//8Uzt27DDaBQoUsBtis17l9NatW06Pk3YFyVS2gnuJiYk6ffq00S5TpkymHhVetmxZY/vu3bs6d+6czX7t2rVT1apVjXZISIhWrVplt25KSoqGDRumkydPGvvGjRvn9H2/a9cuzZkzR9L9AGNWrF5qHWhNe+6OWPe1FY7NqWuRnWbOnKn9+/dLuh9AHzFiRI7PQZK++uorUzujEGNWfs7shUpzQnbfn1LO/A54enqa7pvIyEgNHDjQtIq2te3bt+v999832o0aNVKLFi3s9q9ataratWtntDdu3KhPP/00w3nNnDnTtAL3G2+8YXP1ZwAAAAAAgOzimdsTAAAAAAAAQO46fvy4XnrpJcXHxxv7OnXqpJkzZ9p9BPIff/yhkJAQXb582akxhgwZonv37umll17SrFmzVLRoUdPrERER6tq1qzZu3Cjp/mO7Z8+erSlTpjhV/9tvv1VSUpIKFiyo+fPnq3Pnzun6JCQkOFUrq1gHK4sVK6YLFy6od+/exnmmunPnjm7cuKEjR45o4cKFqlGjhj7//PNMrWSY1V5++WVjxcO+ffuqUaNGuTKPSZMmmUJizz//vDw9bf9vTR8fH/n7+ysqKkqSdPLkScXHxzu1suXhw4fT7UtdRTWtq1evmkJnGa2waYt1/wsXLth8zLqHh4eWLVumxo0bKyIiQklJSXr++ec1YMAA9e7dW0FBQfLx8VFERIR27typWbNmacuWLcbx/fv3V//+/Z2aU2JiogYMGKDk5GRJ0pgxY0yrqj6oixcvGtuenp4qVqyY08faep+s5dS1yC6nTp3ShAkTJN0PoH/22We5EkC/efOmPvnkE9O+F154wW7/kiVLmtq2Pjv2WPe19RnLKWnvTylz948z96eUc78Db7zxhrZu3ao1a9ZIur+y6+nTpzVixAg9/fTTCggIUFxcnI4cOaL//ve/+uSTT5SYmChJeuyxx7R06VKHwfIFCxaoUaNGRiB96NCh2rZtmwYNGqRatWrJz89P0dHRCg8P15w5c7Ry5Urj2LZt22r8+PEOzwMAAAAAACArsXIsAAAAAADAI27IkCGmRzAPHTpU33//vd1grCQFBgbq3Xff1RdffOHUGAkJCRowYICWLFmSLhgrSYULF9a3335rem3JkiVOn0NSUpK8vLy0fv16m8FYSfLy8nK6Xla4efOmqX3nzh01bNgwXSDKlv3796tx48Zat25ddk0vQ0uWLDHGLlq0qKZPn54r81i/fr1CQkKMtpeXl0aNGpXhMQ0aNDC2ExISnH4Pf/jhh3T7bt++7XCfn5+fU/Xt9b9z547dvpUrV9bu3bvVpEkTSVJycrLmzZun+vXrK1++fHJ3d1fRokXVqVMnIxgbEBCg//znP1qwYIHTc5o2bZoRWqxcubLeeuutTJ2TPWnfK19f30yt3uzM+5ST1yI7vPzyy4qNjZV0P4DeuHHjHB0/1WuvvaaIiAij3bx58wznkvYzJklr1641gpYZiYuLS/f9l5iYaPrDjJz0MPePs/dOTv0OeHh46LvvvtOoUaOMPwYIDw/XCy+8oOLFi8vd3V0+Pj6qXbu2Zs2apcTERHl4eOjf//63wsPDnQoGlyhRQmFhYXr++eeNfcuXL1fz5s3l7+8vd3d3FShQQK1atTKCsfnz59fkyZO1evXqXAl+AwAAAACARxvhWAAAAAAAgEfYnj17TCGd4OBgzZo1y+lHkzvbr3jx4vr4448z7FOgQAH17t3baJ87d06XLl1yqr4kDRs2TLVq1XK6f3ZLXb001fDhw43HtteqVUsrVqzQ1atXFR8fr7Nnz2r+/PmmR3XHxMSoa9euOnPmTE5OWzdu3NCbb75ptGfOnKlChQrl6Bwk6dKlS/r3v/9t2jdq1CiHK5q2b9/e1H733XeNFVHtOXfunBYvXpxuv63AW+pquqm8vb0zrG3Nur+jQObjjz+uzZs3a9GiRSpYsGCGfWvUqKHVq1dr0KBBTs/n2LFjmjp1qtH+7LPPsixInva9yo73KaevRVZatGiR8d2bmwH0L774Ql9//bXR9vb21pw5czI8JiAgQHXq1DHaV69e1cKFCx2ONWfOnHRhUSnnQ8mpHub+cfbeycnfAYvFonfffVcHDhxQ/fr1M+zr5+enDz/8UJ9//rkKFy7ssHaqgIAAfffdd/rxxx8dBmoff/xxffPNNxo7dqw8PDycHgMAAAAAACCrEI4FAAAAAAB4hC1dutTUHjdunN1H1j+Mfv36ORU8evrpp03to0ePOj1GZgKBOcE6LHXr1i1J0osvvqjdu3erc+fOCggIkJeXl8qWLasBAwbo4MGDqlu3rumY119/PQdnLb3++uu6ceOGJKlZs2bpAqo5ITY2Vs8995yuXr1q7KtXr57GjBnj8NjevXubwl67du0yhX2tRUVFqUuXLumCcqnzcLQvdZVGZ1n3tzVGWseOHdMzzzyjPn36KDIyMsO++/fvV7169dSuXTu7j3lPKyUlRQMHDjRW7uzTp0+6z+DDSHtu2fE+5fS1yCrXrl3T8OHDjfaMGTNyJYAeFhamV155xbRvxowZqlSpksNj085fkkaMGKHt27fb7b9p0ya98847Nl/Lqffd0biZuX+cvXdy8ncgPj5eo0ePVu3atRUWFpZh39u3b+u1115ThQoVjFVenXHp0iW98MILat++vcPvmFOnTqlNmzZq0KCBjhw54vQYAAAAAAAAWYVwLAAAAAAAwCNs8+bNxra/v7/atGmTLeM4G7grX768qZ0aJHLkH//4h2m1vb8CW0GrJ554Qp9//rndVfT8/f21YsUK0yO7V69erT/++CPb5pnWzz//bKwimSdPHn322Wc5Mm5aSUlJ6t69u/bs2WPsK1OmjL799lunHsvt4+OjTz/91LRv9uzZatq0qUJDQ3Xr1i0lJyfr0qVLWrhwoapWrWqMlT9/ftNx+fLlS1ffOuSdkJDg9LlJSvcI+YxC4+vXr1etWrW0fv16SZKXl5deeeUVbd26VZGRkUpISNDly5e1atUq02c3NDRUNWvWdBgunzdvnrZt2yZJKly4sD744INMnYsjac8tO96nnLwWWem1114zVlBt2rSpevbsmSPjpnX8+HF17NjR9B706dNHQ4YMcer4Ll26qHXr1kY7JiZGLVq00PDhw3Xw4EHFx8crLi5OBw4c0Ouvv67WrVsrNjZWFosl3fts63OWEx7m/nH23smp34Fbt26pUaNGeu+994ygf4MGDbRs2TKdP39e8fHxunXrlnbv3q23337beM/PnTun5557TjNmzMj4hCX99ttvqlatmlasWKGUlBS5ubnpxRdf1Pr163X9+nUlJCTo+vXrWrt2rXr06GGsLB8WFqY6depo69atDscAAAAAAADISoRjAQAAAAAAHmG///67sR0cHCx39+z530WlSpVyqp+vr6+p7ezjtp1Z6TCn2Qp8vfXWWw5XJyxTpoz69u1rtFNSUvTDDz9k+fysxcTEmFbfHTlypAIDA7N9XGsDBw7UqlWrjHahQoX0888/O30PSVK3bt00duxY074tW7aoXbt2KliwoDw8PFSqVCkNGDDAeMR5y5Yt1adPH9MxBQoUSFfb+rpmdtXLuLi4DOulOnXqlJ577jndvXvXmMvWrVs1Z84cNW7cWAUKFJDFYlHx4sXVsWNHhYaG6j//+Y9x/PXr19WxY0fjeGuXLl3SyJEjjfaMGTMy9Xh1Z6Q9t+x4n3LqWmSlH3/8Ud98842k3AugX7hwQc8884yxQrQkdejQQfPnz3e6hpubm7766itVr17d2JeQkKCZM2eqWrVq8vb2Vt68eVWjRg3Nnj1biYmJkqT58+eb3mc3N7d0ofSc8jD3j7P3Tk79DvTo0UO//vqr0R49erS2b9+url27qnTp0vLy8pK/v7+Cg4M1bdo07d271/QHJSNGjNC6devs1o+MjFTbtm2Ne8ZisWj16tX66quv1LJlSxUpUkQWi0VFihTRM888o6+//lqrVq0y/qDh7t27eu6553TlypUMzxsAAAAAACArEY4FAAAAAAB4REVHRxuBJUkqWbJkto1lHXq1J3WluVQpKSlOHWcrxJjb0q76l6pDhw5OHWvdb+fOnVkyp4yMHTtWZ8+elSQFBgZq1KhR2T6mtREjRuiLL74w2vny5VNoaKiefPLJTNeaPHmyQkJCVLRoUYd9Bw4cqJUrV6YLvBUsWDBdX+uwm7MB7lS3b9/OsF6qt99+21gBUrofKkz7qHVbBg0apMGDBxvtkydPau7cuTb7DhkyRFFRUZLur17au3dvZ6afKWnPLSYmxunPs+Tc+5RT1yKr3Llzx3R9Ro4cqSeeeCJbx7R248YNtWrVygiFS/dX9l6+fLk8PT0zVatw4cLatm2bevXq5fAPKwoVKqRvvvlGvXv3Nr3v/v7+2fZHGY48zP3j7L2TE78DP/zwg3766Sej3bZtW02dOjXd72lagYGBWr58uWnfsGHD7PafOnWqLl26ZGq3b9/e4fynTJlitG/evGlqAwAAAAAAZDfCsQAAAAAAAI+onA6GZafU1en+SkqXLm1qBwQEOBXUlKSgoCBT++LFi1k2L1vOnj2rjz/+2Gj/5z//cbiyYVabOnWq6dHeefLk0ffff+8wEJqRXr166fTp05ozZ47at2+vsmXLKm/evPLz81PlypU1ePBg7dmzR/PmzZOvr6+uXbtmOt5WKLdYsWKmEOH58+czNacLFy6Y2tb3iSRFRUVp5cqVRvvxxx9X586dnaqfdjVYSVqyZEm6Ptu3bzfqe3l5mVaczUppV/u9d+9eplaNdOZ9yolrkZU++ugjY465EUCPjo5W69atdezYMWNfzZo1tWbNGnl7ez9QzXz58ikkJEQHDx7UqFGjVKdOHQUEBMhisahYsWJq0KCBZsyYoWPHjumFF15QdHS04uPjjeMfJPieVaxXo87M/ePsvZMTvwMhISGmtvV3gD1169ZV8+bNjfbhw4e1f//+dP1SUlK0ePFio+3r66tXX33VqTGGDh1q+uOYr7/+WsnJyU4dCwAAAAAA8LAIxwIAAAAAADyirB9lndlVF5Ex69CXrVVI7bHue/PmzSyZkz2RkZGmwNIzzzwjT0/PDP/169fPVGPSpEmm1ydNmuT0+HPnztXYsWONtoeHh5YtW6aWLVs+9Lnly5dPr7zyitasWaOzZ8/q7t2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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cc.pl.draw_area(\"chr16\", 42904181, 42922657, 40000, peak_data, SP1, \"mm10\", adata = adata_cc, font_size=2, \n", " name = \"P10\", key = \"Index\", insertionkey = \"group\", figsize = (30,10), plotsize = [1,1,4],\n", " name_insertion1 = 'P10 Insertions', name_density1 = 'P10 Insertion Density',\n", " name_insertion2 = 'Total Insertions', name_density2 = 'Total Insertion Density',\n", " peak_line = 3, bins = 600, example_length = 5000, color = \"purple\", title = \"P10\")\n", "cc.pl.draw_area(\"chr16\", 42904181, 42922657, 40000, peak_data, SP1, \"mm10\", adata = adata_cc, font_size=2, \n", " name = \"P28\",key = \"Index\", insertionkey = \"group\", figsize = (30,10), plotsize = [1,1,4],\n", " name_insertion1 = 'P28 Insertions', name_density1 = 'P28 Insertion Density',\n", " name_insertion2 = 'Total Insertions', name_density2 = 'Total Insertion Density',\n", " peak_line = 3, bins = 600, example_length = 5000, title = \"P28\")" ] }, { "cell_type": "code", "execution_count": 20, "id": "a8e83b77-f304-40c0-8f13-53db53b4a19e", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cc.pl.draw_area(\"chr8\", 64630703, 64690703, 20000, peak_data, SP1, \"mm10\", adata = adata_cc, font_size=2, \n", " name = \"P10\", key = \"Index\", insertionkey = \"group\", figsize = (30,10), plotsize = [1,1,4],\n", " name_insertion1 = 'P10 Insertions', name_density1 = 'P10 Insertion Density',\n", " name_insertion2 = 'Total Insertions', name_density2 = 'Total Insertion Density',\n", " bins = 500, peak_line = 8, color = \"purple\", title = \"P10\")\n", "cc.pl.draw_area(\"chr8\", 64630703, 64690703, 20000, peak_data, SP1,\"mm10\", adata = adata_cc, font_size=2, \n", " name = \"P28\", key = \"Index\", insertionkey = \"group\", figsize = (30,10), plotsize = [1,1,4],\n", " name_insertion1 = 'P28 Insertions', name_density1 = 'P28 Insertion Density',\n", " name_insertion2 = 'Total Insertions', name_density2 = 'Total Insertion Density',\n", " bins = 500, peak_line = 8, title = \"P28\")" ] }, { "attachments": {}, "cell_type": "markdown", "id": "86cb1437-1b94-4f38-9560-89fecd036bc7", "metadata": {}, "source": [ "Plot the volcano plot for differential binding sites." ] }, { "cell_type": "code", "execution_count": 21, "id": "1b9deb88-7c80-4fda-a5fa-2bb98f0338bb", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cc.pl.volcano_plot(adata_cc, pvalue_cutoff = 0.05, lfc_cutoff = 2)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "e0e443d0-c8d5-4adb-9336-acadad8ac5f6", "metadata": {}, "source": [ "This is the heatmap for relative calling cards bindings." ] }, { "cell_type": "code", "execution_count": 22, "id": "de1312f6-45c5-4ff1-beb2-3cbc16bd93a4", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cc.pl.heatmap(adata_cc, figsize=(15,1))" ] }, { "attachments": {}, "cell_type": "markdown", "id": "0a09fe6e-3502-4909-a18f-d437cec88030", "metadata": {}, "source": [ "We can see from this plot that P28 has a considerable amount of additional Sp1 binding, as most peaks show increased binding at this timepoint. This is consistent with the experiment design as P28 is the accumulated insertions from day1 to day 28 while P10 reflect the insertions until day 10. " ] }, { "attachments": {}, "cell_type": "markdown", "id": "b9f62fb9-5fbc-4431-8f5e-7bebaa54af17", "metadata": {}, "source": [ "Save the file if needed." ] }, { "cell_type": "code", "execution_count": 23, "id": "a1e0d784-2be4-4692-afd5-18b800416fcd", "metadata": {}, "outputs": [], "source": [ "adata_cc.write(\"SP1_qbed.h5ad\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.15" }, "vscode": { "interpreter": { "hash": "f9f85f796d01129d0dd105a088854619f454435301f6ffec2fea96ecbd9be4ac" } } }, "nbformat": 4, "nbformat_minor": 5 }