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<h1 class="title">VERSE User Manual</h1>
<h4 class="author"><em>Junhyong Kim Lab, University of Pennsylvania</em></h4>
</div>
<div id="TOC">
<ul>
<li><a href="#general-description"><span class="toc-section-number">1</span> General Description</a></li>
<li><a href="#parameter-description"><span class="toc-section-number">2</span> Parameter Description</a><ul>
<li><a href="#required-parameters"><span class="toc-section-number">2.1</span> Required Parameters</a></li>
<li><a href="#optional-parameters"><span class="toc-section-number">2.2</span> Optional Parameters:</a></li>
<li><a href="#running-mode-parameters"><span class="toc-section-number">2.3</span> Running mode parameters</a></li>
<li><a href="#assignment-scheme-parameters"><span class="toc-section-number">2.4</span> Assignment Scheme Parameters</a></li>
</ul></li>
<li><a href="#running-mode-details"><span class="toc-section-number">3</span> Running Mode Details</a></li>
<li><a href="#assigning-reads-to-multiple-feature-types"><span class="toc-section-number">4</span> Assigning Reads to Multiple Feature Types</a><ul>
<li><a href="#independent-assign"><span class="toc-section-number">4.1</span> Independent Assign</a></li>
<li><a href="#hierarchical-assign"><span class="toc-section-number">4.2</span> Hierarchical Assign</a></li>
</ul></li>
<li><a href="#other-details"><span class="toc-section-number">5</span> Other Details</a></li>
</ul>
</div>
<div id="general-description" class="section level1">
<h1><span class="header-section-number">1</span> General Description</h1>
<p>VERSE is designed for high-performance read summarization for next generation sequencing. VERSE is 50x faster than HTSeq when computing the same gene counts. It introduces a novel, hierarchical assignment scheme, which allows simultaneous quantification of multiple feature types or annotation levels without repeatedly assigning reads. There is also a set of parameters the user can use to fine-tune the assignment logic. VERSE can be readily incorporated into any existing RNA-Seq analysis pipelines.</p>
<ul>
<li><p>Input file format: BAM/SAM produced by read alignment tools such as STAR, annotation file (GTF format).</p></li>
<li><p>Output files: Feature/Gene counts file with the same format as HTSeq/featureCounts, a summary file summarizing the results, read assignment details for each read/read pairs if user specifies <code>-R</code>.</p></li>
<li><p>Usage: <code>./verse [options] -a <annotation_file> -o <output_file> input_file</code></p></li>
</ul>
<p>A sample command:</p>
<pre><code>./verse -a testdata/test.gtf -t 'exon' -g gene_id -z 3 -s 1 -o testdata/intersection_nonempty.stranded.paired testdata/PE.sam</code></pre>
<p>A sample hierarchical assign command:</p>
<pre><code>./verse -a testdata/test.gtf -t 'exon;intron;xine' -g gene_id -z 3 -o testdata/intersection_nonempty.unstranded.paired.hierarchical testdata/PE.sam</code></pre>
</div>
<div id="parameter-description" class="section level1">
<h1><span class="header-section-number">2</span> Parameter Description</h1>
<div id="required-parameters" class="section level2">
<h2><span class="header-section-number">2.1</span> Required Parameters</h2>
<pre><code> -a <input> Give the name of the annotation file. The program currently only
supports GTF format.
-o <input> Give the general name of the output file, e.g., 'Sample_A'.
The summary file will be named 'Sample_A.summary.txt.'
The file containing gene counts will be named 'Sample_A.exon.txt',
'Sample_A.intron.txt', etc.
input_file Give the name of input read file that contains the read mapping
results. Format of input file is automatically determined (SAM/BAM)
If it is paired-end data, the file MUST be name-sorted, otherwise
the user MUST specify -S, or use samtools to sort it by name.</code></pre>
</div>
<div id="optional-parameters" class="section level2">
<h2><span class="header-section-number">2.2</span> Optional Parameters:</h2>
<pre><code> -z <int> The Running Mode: 0 by default (featureCounts), 1 (HTSeq-Union),
2 (HTSeq-Intersection_strict), 3 (HTSeq-Intersection_nonempty),
4 (Union_strict), 5 (Cover_length).
Please refer to the manual or use '-Z' to check the details of
each mode.
-t <input> Specify the feature type. Only rows which have the matched
feature type in the provided GTF annotation file will be included
for read counting. 'exon' by default.
Providing a list of feature types (e.g., -t 'exon;intron;mito')
will automatically enter hierarchical_assign mode. If the user
wants to assign independently for each feature type, please
specify '--assignIndependently'. Use -Z to check the details.
-g <input> Specify the gene_identifier attribute, which is normally 'gene_id'
or 'gene_name'. 'gene_id' by default.
-S If the input file is paired-end data but not sorted by read name,
this option MUST be specified.
-s <int> Indicate if strand-specific read counting should be performed.
It has three possible values: 0 (unstranded), 1 (stranded) and
2 (reversely stranded). 0 by default.
-Q <int> The minimum mapping quality score a read must satisfy in order
to be counted. For paired-end reads, at least one end should
satisfy this criteria. 0 by default.
-l Output the gene length. This length is feature_type specific,
which means the length in an exon_count file will be the total
exon length of each gene, the length in an intron_count file will
be the total intron length, etc.
-R Output read assignment details for each read/read pairs. The
details will be saved to a tab-delimited file that contains five
columns including read name, status(assigned or the reason if not
assigned), feature type and assigned gene name.
-T <int> Number of threads used for read assignment. 1 by default.
Note that when running, VERSE will initiate one main thread and
at least one helper thread for read assignment. This option
specifies the number of helper threads.
--singleEnd If specified, VERSE will assume the input is
single-end data, and assign every reads individually. If this is
not specified(default), the input will be treated as paired-end
data. The 'missing mate' count will show how many reads are not
in pairs. VERSE can correctly assign single-end data in paired-
end mode, but it will take longer and the reads will all be
counted as missing mates. So it is recommended to specify this
if the user knows it is single-end.
--assignIndependently If specified, VERSE will assign reads to listed
feature types independently. This has the same effect as running
VERSE separately for each feature type, except that it only
requires one run, thus is more efficient.
--readExtension5 <int> Reads are extended upstream by <int> bases from
their 5' end.
--readExtension3 <int> Reads are extended upstream by <int> bases from
their 3' end.
--minReadOverlap <int> Specify the minimum number of overlapped bases
required to assign a read to a feature. 1 by default.
--maxReadNonoverlap <int> Specify the maximum number of non-overlapped bases
a read can have. A read is considered no_feature if its number of
non-overlapped bases exceeds this threshold. This option is not
useful in strict mode since it requires the assigned feature to
overlap every base of the read.
--countSplitAlignmentsOnly If specified, only split alignments (CIGAR
strings containing letter `N') will be counted. All the other
alignments will be ignored. An example of split alignments is
the exon-spanning reads in RNA-seq data.
--read2pos <5:3> The read is reduced to its 5' most base or 3'
most base. Read summarization is then performed based on the
single base which the read is reduced to.
--ignoreDup If specified, reads that were marked as
duplicates will be ignored. Bit Ox400 in FLAG field of SAM/BAM
file is used for identifying duplicate reads. In paired end
data, the entire read pair will be ignored if at least one end
is found to be a duplicate read.
--minDifAmbiguous <int> This option can only be used in VERSE-cover_length
mode. When the read or the read pair hits more than one genes,
the number of bases overlapped by each gene will be calculated.
If the covered_length difference between the most covered gene
and the second most covered gene is smaller than this specified
value, the read will be set ambiguous. 1 base difference by default.
--nonemptyModified This option can only be used in intersection_
nonempty mode. In cases where HTSeq would assign multi-hit reads
to no_feature, VERSE will assign those to ambiguous.
--multithreadDecompress BAM files generated with SAMTools or STAR after
year 2013 has a slight format change which allows multithreaded
decompression. BAM processing will be faster if this option is
specifed and multiple core is used.</code></pre>
<p>Optional Paired-end Parameters:</p>
<pre><code> -P If specified, template length (TLEN in SAM specification) will be
checked when assigning read pairs (templates) to genes. This option
is only applicable in paired-end mode. The distance thresholds
should be specified using -d and -D options.
-d <int> Minimum template(read pair) length, 50 by default.
-D <int> Maximum template(read pair) length, 600 by default.
-B If specified, only read pairs that have both ends successfully
aligned will be considered for summarization. This option is only
applicable for paired-end reads.
-C If specified, the chimeric read pairs (those that have their two
ends aligned to different chromosomes) will NOT be included for
summarization. This option is only applicable for paired-end data.</code></pre>
<p>Additional Information:</p>
<pre><code> -v Output version of the program.
-Z Show details about the running mode or scheme.</code></pre>
</div>
<div id="running-mode-parameters" class="section level2">
<h2><span class="header-section-number">2.3</span> Running mode parameters</h2>
<p>The main differences between modes are the stringency of assignment and the method of assigning reads that overlap multiple features.</p>
<p><strong>featureCounts Mode:</strong></p>
<pre><code> -z 0 featureCounts(default): Quantify by overlapping and voting.
If the read pair overlaps multiple genes, it will assign the read pair
to the gene that is overlapped by both reads.
Please refer to the SUBREAD users guide for more information.
This mode is developed by Drs. Yang Liao, Gordon K Smyth and Wei Shi.
http://bioinf.wehi.edu.au/featureCounts.</code></pre>
<p><strong>HTseq Modes:</strong></p>
<pre><code> -z 1 HTSeq-Union: Quantify by overlapping.
If the read (or read pair) overlaps multiple genes, it will be set
ambiguous. Only reads that overlap one gene will be assigned.
-z 2 HTSeq-Intersection_strict: Quantify by overlapping and intersection.
This mode requires the assigned gene to cover every base of the read.
If more than one such genes exist, the read is set ambiguous.
-z 3 HTSeq-Intersection_nonempty: Quantify by overlapping and intersection.
This mode does NOT require the assigned gene to cover every base of
the read, but the gene must cover all sections of the read that overlap
genes. If more than one such genes exist, the read is set ambiguous.
Please refer to the HTSeq documentation for more information.
HTSeq is developed by Dr. Simon Anders at EMBL Heidelberg.
http://www-huber.embl.de/HTSeq/doc/count.html#count.
The actual implementation of the HTseq scheme is different in VERSE.</code></pre>
<p><strong>VERSE Modes:</strong></p>
<pre><code> -z 4 Union_strict: A combination of HTSeq-Union and HTSeq-Intersection_strict.
This mode requires every base of the read to overlap one and only one gene.
This mode is the most conservative.
-z 5 Cover_length: Quantify by overlapping length comparison.
After getting a list of overlapping genes, VERSE will calculate the
overlapping length of each gene and assign the read to the most covered
gene. One can use --minDifAmbiguous to set the minimum allowed coverage
difference between the most covered gene and the gene with the second
highest coverage. If the difference is not large enough the read will
be set ambiguous.
</code></pre>
</div>
<div id="assignment-scheme-parameters" class="section level2">
<h2><span class="header-section-number">2.4</span> Assignment Scheme Parameters</h2>
<p>When assigning reads to different feature types, e.g., exons, introns, antisense exons, antisense introns, intergenic regions, mitochondria, etc., or level 1, level 2, level 3 transcripts in the GENCODE annotation, VERSE is capable of assigning reads to all the feature types within a single run, provided a combined annotation GTF file with all the feature types.</p>
<pre><code> Hierarchical_assign:
VERSE offers a hierarchical_assign scheme, which ensures that each read
is assigned only once to the most interested feature type. When user
inputs a list of feature types, e.g., 'exon;intron;mito', VERSE will
assume the first feature type (exon) in the list is of the highest priority,
and will try assigning reads to it first, using the specified mode (e.g.,
union mode). The reads that cannot be assigned to exon will enter the
next round of assignment to the next feature type, i.e., intron.
This procedure will repeat until every read is successfully assigned,
or fails to be assigned to any of the feature types.
Independent_assign:
If '--assignIndependently' is specified, instead of running hierarchical
_assign, VERSE will assign reads to feature types independently.
This has the same effect as running VERSE separately for each feature type,
except that it only requires one run, thus is more efficient.</code></pre>
</div>
</div>
<div id="running-mode-details" class="section level1">
<h1><span class="header-section-number">3</span> Running Mode Details</h1>
<p>This table illustrates the difference between the modes implemented in VERSE.</p>
<p>Green: HTSeq modes, based on intersection.</p>
<p>Yellow: VERSE modes, based on length.</p>
<p>Note that featureCounts mode is not illustrated here. When quantifying in single-end mode, featureCounts behaves the same as the union-mode of HTSeq, discarding reads overlapping multiple exons. In paired end mode, it yields results similar to intersection-nonempty because it preferentially assigns fragments to genes that hit both reads.</p>
<p>(Click on images for larger version)</p>
<div>
<a style="border-bottom: 0px" href="figures/modes.png"><img src="data:image/png;base64,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"></a>
</div>
<p>Note the <code>Intersection_Nonempty_Modified</code> mode is different from the original HTSeq mode in Case 8 and 10, where it assigns the read to <code>ambiguous</code> rather than to <code>no_feature</code>. This makes more sense, especially when assigning the reads hierarchically to different feature types.</p>
</div>
<div id="assigning-reads-to-multiple-feature-types" class="section level1">
<h1><span class="header-section-number">4</span> Assigning Reads to Multiple Feature Types</h1>
<p>Traditional methods require multiple separate runs to assign reads to different feature types. VERSE allows all reads to be assigned to all feature types within a single run. The independent assign scheme produce the same results as traditional methods, while hierarchical scheme assign reads sequentially to each feature type according to their priority, as illustrated in the figures below.</p>
<p>To use multiple feature type assignment, VERSE require the input annotation file to be a combined annotation with all feature types included.</p>
<div id="independent-assign" class="section level2">
<h2><span class="header-section-number">4.1</span> Independent Assign</h2>
<div>
<a style="border-bottom: 0px" href="figures/independent.png"><img 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"></a>
</div>
<p>Assigned Exon + Assigned Intron + Assigned Intergenic + Assigned Mitochondria + Ambiguous + No_feature ≠ Total # of reads</p>
</div>
<div id="hierarchical-assign" class="section level2">
<h2><span class="header-section-number">4.2</span> Hierarchical Assign</h2>
<div>
<a style="border-bottom: 0px" href="figures/hierarchical.png"><img 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vntsNEjFhUAYZNoXThr5/4MlaPYczm5a4qhShTaaDaZpVz5dSWPDeCipv1d6CvuItiQ9PGU/lwyrcuDIbFYcxYZc6nRJK6SwyHN9/m6vxlkrBVeQPH8NtdvXKwQ2ryQY+BTtdqPZjrG5qOWxRVC4K3rJuNWFQu1PM01DAK8T7/4G9D3vOwNsLEzFjE5XdEzleT5SIQEt9wwWyUqY/XASfPgoAlIIJuL6FZ6l7djVY7kxzGVhkeJr9cOku3zjopkIO8bHgbQ3fCHzSaGVMFK3yneQoC/699vOf2m3ThIePFaDqdrSI0mkte9P0EMQmHblhmij+bGrM+XsGWAvLZg202zszVtfkb7JdDf+SpJRl9mD/jLslBdVf+k8MAiGssSw4LmctAbERJInvzgLabfMkQAUSqPvhNsgAWJFJDgxYYoVRuWGUm2hFwCKCK3opGLljFRXPMLPCSmztM14ZjZDp+Zm+c1tMvKD2mZD0tp8YczUaj+KThIfmz420r/jhiiILagDD4SWkCeEKDn1WylkY1N6arFB/fMV7JYRGPBIZdsjQOHtiaPjP7GxItJK90hSmmXuYVkZTRBIy9LwEH0g81vI/2QTQD93FCU8pnhr76dX5g01JAz0FFawUXRTCUCafgDgbTW1DosZtFm5ORaXgR0OyfDxAeq0KUU6KIPx1YzwuUsmyUB8p+/ffR/EkCF7xGNRj91h7fM5xBt8r45Z4BJsDOIXpezfOXKrDozSVyuT9Jes6YCTWydP7hHk5bQ9EMTvXFI4gz1BiRRaJtnERp5ixsbXKp4y+ivAej7skwpB9rWBH8dORqKhB1s1dG4HSUJ8TsDTKs/d/sMjDn6quA1rlma2+JuPL9Il77qTtQy/ZGKyohmP7ZH7KhUzZVAB5reJvr1HlDYNZaDl1SCy6DRMP17mBnIhds3xiV9oDJDP1HVtqZnZJgo151nyz7STOfc92fo0eckAec7vYvE2rvQ7Bc0ZRzaRz+Ts+WWTHT/LaLvAYgXhaAdC7+OnARO1eh+4oyFrDHK1aXZ85naDFGbDYDdAWZHupDZTp/EWQG/EN3hKLS/Ds3xyYNqV2l/3ok+bbWAsqVLRpJodiJRmfBbuEPbk1N1qKwqsKDlraE/BOBt59Q5WpirFy1naulvh5WQtqBkNYxDVZeVlaFZRyCR5mfNb+XKVM1vmI9aqKGPJufWCKA1/z2clbWuNZR4B92nwUVFgl3MkWGyx4vQ6zRv7kSfHATsC+5G1r/ftlhjWSrUEr7buvbRScyoklUq3hL649n8o46HD5PWGs9W+mju1IS+JDRp+6QdCbGLSGjmnpjshFJqI/wKkgshLqE0cUlRogqN/toLEha833/ujoS5S2A1R5MWRsYnZONzaH2c2HS32LiE2KOHmZ3o01ZI+Cu6sThEfJ8tWWg458jN8YKiO+IdYs4t4OZbQt8VLA15dSvoMP2tZBpxa4k/Gs1dlBSzdWtM0iKuatGCxSswSQvQaObtyCL/JR/MjStJ5BKDILA6pjQtm7BlY6nGUVB9kPThB1vwSbFZbgBuXqn/kiWRRQz4c/Tok+cBm8jdubURRUAVyZBnyCQigHMknWkhOJAi8Xsr6D+ARLmkV0k/CbllCSFuag6J2RDvr1IqSTvjYBdARUSRP0pYRuIOLEKquLSMnUmJKuXXXquCVyTFbyVylXPi47K4K3fENhK5xKNFmA3nLsTjSVza4ZiixVw9+sSFlLA53VoXVuXegmIfGQpWp8jEK3U/Ek0+AJx+K+gfhMK72H0UimunlbXDxBBOm4RwD2vpl+zYkTAjNodWx/0gaXtGTk7G3qQVKhI3d+ti/yIf2uG58Q2wQ0Dcop33M1i07UUMzdxORBYtIc8uWgR7c8yMD+Pmc6fGa1abuHtKFpD06LPKgfRuTmSs94WShV0HDvmoVLpRfzUINZBe8VbQP8LGdFrnQh++ivddx2IpjRf0TKZxzKzht0/CX08om9H636zPuVr6RYvmL9+YELMOTaOWxO+AJaFosTIDOWNKbHaJjzIrfpLWjffR0idpQj9t2oe7pWg2KqZEU6qPJvknrb4dP1fzOmZO9oeHaTr0lVukuGXdDF7RnGigqsuXpvXFQlM6jSfVSl6h4m2gn0I/2snVUWUJAH4+ImpgPxIrWGkwK0P7uiLQIuv6yPXlSQxAHLl13vdR3iNSYYNN+7Rk0daFGrmtjONJZ3OOwr/qu2PSuy/ptwb+WvpjthRtVMaUrNTSv5C0en78XI15Ys7PnrJOhz6auA2I77YPq8pyHdx5fYGJdgW20TqZQlIOltf8NtCPAId0Co+YjXHVIqkMAgXe+3YuylKxyF226nAmAHMtesaqz+fuHB2plUnbVS99fu7WpI+43NlJ/clcLpc2YN0MIei1JQSmT8ydkq2JrGmLO+jffEczne8t2sJCFgVoLP/h2NKsutjSPvDruHNKYpg6lp+4iI3L6n45EPOdLnkCVhRQmNV5pHOX1Xq9Fbo/FJjVmSOahcrdykh3EwshgF57cdO1gPmd7GHweeC6ZX417eV2/dbNN630SX1K565TzUmYWkeDXby9cFw3D03mauZ9FbXofaKK9t3Uonb6SVOyiCplVnZcH9qKpMjDNJVyS1EaiZs4YzZRxVW9V7RF1+tj9tkxGmVLyU/X8bvVdWCXT2TdlCPeinn/IZu3ktu1SIvG4nDnB6yZdbGWDkBC3jb9/THBQUAkuZs+v4b+s7rIHSvvkTBFOxfPWV3Elm2eNWnOSmRpyULu+JVwrLdne+TceEwb/ZLS2C3LFs4t+oCLZiJnRG6dszEhu4FEmj836eaeFf5F/t/pRXxMu2esubQutgStrAZuvB3xfjJ0xvD6DppEJLNUDYt2OnnzeTmd6V/vJn3CrMWaXN/s8+/T0N8NzC4pib+E3UDbElcS77+kaBG3TrU6MiGhFLk6Ad9GvwizN9u1qnShEl3H/G4j/IYd/pqoQJXzdXxJQtzsdcw67sYzH9BMqK+tJYBdQ8CP6KLmt4N+CEU4yHi6B01SklGkOYs7Wf5u00cv39oIfxZ6/taV6Dq0av6cFXOyclBMUp89y5i3V2TBv1IdXranQXV4z0p0u9fHWoaDeCVbUSgmmjvfd8VyJqm13KhhxZ4czZSEztrax4oIVWWrdWCt4AG+b0ue3weQJP4XbbqyrZPb0336daTWVAKz9XwOpkql0mbRmCoSfJnWBRyS6ht4YJBeLvZx0XtdKQBl22w0RwW/4aUVIqlUrdCZVqQnVJx+e2yrEmcty5cFvT1rfNcgiT/HqnxfZ/okIk1HiHbMHWoX+9Ao5fYZPIjtPTqLY5vikjjzd9UWZDCtWdztnBTw8YIqm98e+upVgDDBSFG1EfrzgNE6kQKz73YfHdne15ZMIVEv6OIuPnNTpYnjOQ2TCkCIV9TfhqHFJOeOxUL0ypyun0FCWcZfFfxRrQzhgDN/XmNtzykKuHmhFeqP2sXDj9DJhe4A6ToCxrNscLG+GqJrmJk521sdgDoV+bu9rlLAg9V99usiRZC8OrBriZryPfe9RAv4o8mNHwuhcEeUdr3Our5/5svCSnPJ3dRZ5ciCYh0piFF2m76qn0CwXNe6MzsO8GKilAElq0ndZV+3IB9iu20kGqhaJl4C2OsDlWZKvNEo2nsiGf+KQwi81pre5rVs0MsfbSn/zgXXaD2xJbyiVUAfGk8j0oK7N0CZ95mDC2Tg5r00gxqObhxdCNErtrBMbFJEK1EfrKdDB/5Qv3301eoxCECel3aY0x3dQjP1xBb8qPflXhnW3ANapQw2t+TEnIgvBsFipMpYkSCJ47JLDAgPGC3+Y6KIi7ZRANFxRz3+176T604xIPeOzCHTHF3jZxqmu+xrSwuz0FwWi7Y8MHuJ6SUn5j9cZTLv9941tXHrHifrGA6QRhqctFRk9OVqCoAb5rgjHl//Pj7FZ+4AG3toIZGlen34yf5QlQXjT5uGOtz/o6SLOBCYYbo6CU08g71WZ27Tnoqzsgi3kWhA7Vl9J+XRAfFlR27k7wl7eOv7VbIhfnVaVjCK5ED1NsWBlFtI/8DcSg2N806fD8aWe/EhiF27+fz7ZkYrc/58SzZsclHLv+tS1cVZN9sJJ4OKTzv2WM8ecnrDuKViABTvm+1CdswAgFVpmYsp3eZMAcrNhHWkwGg3HB2AKCJE1NEGFcdsrQHTwq+iv5YJo0cvScinA5SgRkef5dhjzu5wvrGPDtBF8/bm2P/YFiI5Y2+5ZKwputy7Aul20zxZ5wGw1n3G1a3rlBylaqJDLBQJRV635Ii3FJBVXR7g+Ifek05tehhYIQfk2PKrc7hkJcl+RzatW6zZCM6PM3n8S/AEwWzT58PQPtjx/sp3WME0pmMcVCYxWJm1d9YtCgDlDf7zlTzxHnZiW8hXFULNcW2jjjYSOUT7jIAxqwUA3T32Z9PTNLOhwfwePqXKMeDRTBqZtW7x2AqeHACLf7n3qk7t63mnNQ44PkEMQEJsZewSFxTHDs8bzXSat4RENrdSQ3qFJeZdKhr+sTVm3y2KDJBUnvjzFR7c3CPP6my+vQY2AZC0sGLK0eVcDorGtBE/i8is64nC5KLIysaAqZcK+DJY6Wv6veLDWnvsKc0vGkZXSTX1XZujBy/MRbFYNky3aHSP445Gc+HvVDdn77HqQljn2fmpx3979Q+5R5/Q7nf3qhsOAth8kesO5MJcGovcrUO6exh3zeGCZGLdnNmZiAKBHAD4eUt9Ql5P254e353B+dmp6cVwlM2WFK4vW7No5XdEzQH9JPQbyV1zPD+KmbP4vSPb8gVyCAC9Dlx+/hqbt70RvTnqBzwdGAQPAW1zjsrwQYtWZhA5LBRNxXxTuI/XdGtCHc7ajk896S7WtOZgi5xWNYx4zZ263py+PPUvxl/ZVakxlTJpbcH66WMTF65chwpmsZTcHmsJYG0napr3MbP2DJyaXtHWlkdSFfHlX8N7Qou2N60jm/PD5yfWVmGlmg58FHHB+llTvl60Jwd+xsFkjS1A9wAHD74H2MQryWSUkpY7JyB0bHSFN1aiacnFxnmPGvLT8J7Tp/PN7MbY3PTrlf3RxdrObKAwTOztembUtY0Bq3OZmlN7WUoil2RLe7ZuIWeSSO9o7DscoJLWrdz+ftqUMkRxoUCj7YAMl+d6fejyF//Xw57jG92JtXmAy51hZQh3nKbfoYwuFWAfV1+KjkqbvWVOn9vfvYMK0bbjpHFV40kOCBU0vDWNWTWNOEOCaeiMnH7bB340NnxfxUVRLYUOajuyFrhOWPVZw4jmntme+W3owlzfPGLy8xOZZYhCqVzTexmUCyW8W+7nEB/Hj72GOeozZ2VObt07LA6Z3NpWubUXr6YZr2X2QduBV9OCV9uDV9uzmUzmwLxzc5avvrFov/+kuKDyavcCcZhUrtF0AJTiXCccG9z31wcvenZ79reqA7vC79G4aYG/rI04Wcjjy7VduGUyoTSMV3grr6pa04Y7avSgIcMCt/j0n9NvZVZO7jq0iqhsbcNtTJRKogq9Lrcxa/myOSt8tnyw8eaqyKjSklnl1VWPCwrFAooQlEHaRsBSgdg1PGrVsIYxv71ofjMe2FtFX9c7bHoR0nDl9P6rayvcCwpxEiGgFUhbBU6RCHA4nhgr8vL2Li6uWu+6rbK8/JLTPB1xcnIqR1RWuJ6rcs/LK/ASYbE8nCCML6WztdqtFTm/Fpvvvr7m2sGzAf3uP/RrUbxpT+ltpa9nEpqdWzwfPG3o9/NPp9a653shNvN4hcVeWF4tv1VvTQoE2w+KgIcV5edtXu+KcEq5+eXpgOO+Txr/2dTi3Kx4o5/M34F+xzAIubvLacMYdfPl8F25ClicH40Yd+/3iZP/dTv3aWMfWJ4vb4BleQP818anLrd//eufv997oLzv2ax5taL+bXsgfxv6nv/sP3hXUFX+Ps2pZ/U30lP7qHvlb0Hf81n/QambgnZ5OCE2tKVaGkelnFb00n/bv2DTN8evHkuZHjHyk8nHd4V/8ZL4/aUpNz176b+9Ut80/sruiKBNyYOG/jWgXj059dBPOr/1252yS9lL/y0lP/nK1ZnTg5KvnZo8QOut+aQnN+j7gKfKZjb20n/ryHtOu3Ht2KZNM0de+dWvzU9XDCzLHNf5hU9mRn9S30v/LSLvN9nn2syg6TPXXLnd1EG25WDKtw+7vnqMR8plz176bwf5FxMDViUHbYq4GjDZT0+nh49N2W2wYHLAL0Fr/+il/6aL4mHuV1ePTE+JGBww0a+zNVellg01Et4pzqakNvbSf7PJB65J3pQyc5XPM0ManhMRbeKYw+Xhhz7rpf+Gkh/QOHR08vQUj0E3JhuZwX2iZ5psZ/dsVMpZ5176bx75PkPXJk8Pyhx853ej+BSny2rMtLJ9NCjo+ote+m8S+ZDGwNGHNgXVDPEdb2CPe3P71N/0S9CPj8x9mPP+lMx/9dJ/Q8g/enr2evr0lNTQz8YZOd0gsC28C1kbFGpJSHcnPfxuL/0eL80P+3w++tCEspqbP40zfq5FSFlrWk/pUXbWsrWcpzOjBzb30u/R5BtO/xg+PWXXkJ/HmHbTAtNDNX80Hku3+Jy7kNEpV/166fdUa98QODZ9etCug/3GmHXQH45KrYFDv5/Sk10sv4Ln7hSPb3rp9zzyv/X58ttoOKq7fEdpUWh2OiIzfKL6i5RRv1t1mePpR3J66fcoaz/8+Zdr0ydEe1z2HWFpUP7wWE1m6sH9KRus3RO9/Ej6UEUv/R5CPuTJ2aXpE8qiQvsprUnHfBWRmZlZExFqvRc3YmnKQc9e+q+f/B93z0bBUd2PoXfHWUnx4agamL5H6tBucPQbnLJ0XC/91ynO//Y9sbRsU1nUsLtKM+TrFV2LbU9rVB+WY5k+1jvxii+iZ7r00n9d5B/8HLorelP6ri/7DTdJvvn+ndPJru75hVisyNsNEfFJQ0jrGBgwyqOVfmbNkVFDrT/07u7M6ICXo0nRS/+VkR/Tb0hUyvRDS08s+820zod8sa+Qrdk8JRHU4nC1YXw6GwKE3kuXw8Z+aJvqe6QmR2wICLH+Nh54pAxrnzRuNPfSfwXS8qfvzcyyCeFrAxsemnniL76qpENyiajqUlL23KkxCxbERM4tPY94LKaAUFj0qcylUTD6Uckz1/zUzRMSHq5JGdta8uEc0dhL39Hkx322PzVlevros42PzPK6FyGVyXluRTsZGAIBicdTYcHjkQQCwT/WKU8gB3HrI36sObbqjg2HYzSfLav5H81ffk/foOilbwdpMryI1jLms9CalE3pGz5/+siCB30vBQTDLib4Ywh4xoVOQsVjkFMv4aT0MDebj7b+KTm9P/xH/+RDy3vp2y7jjz3tSn78nV8ygzaFrx2a89AiFXs4kw3iKncSCNQLhoWBjL90yZ0vF235j433O3FUWaCz+lpqza6WXvomZPgnqzwQ6z1WHX9oIjC7MzNcf5W95Z7v7pqUCcnfDn0+wFLjekogEyBiMPgLRoWRFhuDJHzoLoWqJ9v6ta4FDW7c5ZF5pH/3Jg9PvwEh9//91Cfg9NkToQd3D141aNCaNYMGrRq8+2DoibOnA3yeKu//McDPs/kNpt98ylUOydhCKVsG0RE+Rr6K57Bw7bJL+z8f3Dg4KmVC+IbTjQ8tn1YfOkHSqp17TbDXmn/YLCAJ8SI2OMjGSv3mgTNHacJGD4tPT61vefTnP+8M2eBxaF8xLqz17JbWPeCaXeAvBWrfNA6BdEpYbd6+9JoNv9x59uBRS/2bRf+KCKKL3c7EZ0/ZccZNLIcKDCrKmKiIzFGtMOo9x9w4eAy29iMDbz+0yqHKEcvECQTCJOqnF8wL4QKCD1Y8tO3ReK7V0M888onZDFHTvae+30Yf2CzRnOwAQWy6kC8Q5z+uqq48sG/ToWPZUZMiY2JiBqWlDYL/2DApNrs0fNO+A5XVVcW3xLV8IRyuag//kGxGlH3r2zi+SfEm0H9xQCb0LknDYJCwYDD+SQV0aF9XTfnsGPwUZw6EVWNi/8GpmzYlbxjqMsDaLzhMRq9aQCDESVy7unuGTAAmGwvy7tnw5RR91rRmjWpGGa/5cw65G+BR4c0HtCe3SMQF68s3jdqA37hkRd/5GXXvcokoMue/IZzWE4PahEzmcOAfklFE7rt1GS7L92wZiLw+Kqh8fYFYItUeDELxrvD4ot8fzj2avkshKE7Cd3hgVAK+iAeKO/n2TcOSNWn31IO+V1ODpkeM3tL4ohtD+xpEuUTA4/2xsgrkBYuEsMCdLbnTbbP/9Hp4alvK8MhXhgaH3/OzYzfz2AAA0gWFxYj0SaFL9uQwuURW64lxKpKmSZypQ6E0x/oxmSQVl6g55o1F5DJz9izZv7ak3L1QIJTBn8srDh/Y4NgTgLpP31cud1+A0VNEBiamWC7VOxbhwdK21FtNdMTIUy4vumXUFB/LwhISGQyCm8ybSrWM/gU8fhsdHNpNxT8dHj0ztS1j7DGz00rxQ5dfDhUKNWeGivMq468F7plPQ7GCYX4kaw+LRHf08YbHAg0eO8EsFG3+nEULjiE0B3sCAB2bPtglpL6n0e8npyP2Irs+cle6sCO2q//pSJsGeYz6+UV3p7P6fezabMyFC4mz5IKdFqq+ZiwSLgnBU93E7/f0y2+Tj2hXCzNn3uywCff6H/GWw2Y+rMA14evFy7+DaSm533TzwD8i645Oqyj08raOVEyuEsUio5dvf29HRUEYPBnIC5JvjHfuQfTv0emXdjgt6KKIVMI2OmVM24v8Qo+0r7hkHjvb7XscC9XGwvCRcyX0JMwFy4WBcRKC/brv9I87/sux5IiaTI8j47Uj4sHZfWIIAPle244lztGcE0205ZjoZ0TW1o/5c1+2gSOG4uLQOk3hNEf8cpTrVu+NQ+TzQQDgOX3+rLln0PfMZ7sSsOz4rppIJawHi1vH6f2xQclHjqXWtOIP79/NW9wPCabA0Knfe8mqrYGvwX+JLhljy+N58Txw6ZGZqaHqAf1TvSCALSieNWjhOiIHxbX18E8aaks5H+Bnv+wEpRxLh4oXdepJjGZyURziuq1pM9wF8DyAHXU8pAfQL5N5790E5lMN+N94RoEsvdUj9nvQ8NnBkVERyeEzR9XUREzsnn8B8eM10DGuoOgH6gXr8BMq5Dwbt+kohvukr8+jADJJXtBHc0gme3IxlVwL4XMXu0oBQdkemm7PrzxIGn2baahnE4ulWo0sKw6TAXTXEyNeM/2fIFwkEisvIRh65MidAtkynafnfH/asmGDl0akJ3eHwyMB/Uyi5lOThPxYgkHCJoYEFV8MImzzmYYHVkrZQizi+lYmGWW6UyDTpWQQ2cK+z19DuB3LyHodAFGH46QFGUYmE/QYFJm0Z015IR2QeQ/65jXS9xTTZ2ycxfYyEnpjZtGxnWeoeudH954874bmbWafI8CXofqLQe0o6ALff0anyEPfEsWIwd3dfzwhX1WDAP3WpmE5sM6btfXE99mCFUrLPL7cBXc5nQ0FibzFZEdINI0VPH9jWYEUgvIC/3hd9DfIHhO+x8qTOlRRP/DDe0PD7GSbhoCFadrkLqOk0tA8c4EwCxQnIY1HAphSCrubU7+ibzQdoOcXBa4joyxqDIemnQGqLOy/ijbYdJpotr0rCcU5vKikQAjQET83vw76Ayj8D/fOk3l10KDi9dLvhGyKwD5LY+OElOy2MYZEGtRw/JQCttx7ivG1n8RtYEV3bP+AE94AyHPauI6stNizV2UUQEc4uu1/HdHkj6kk1x39WMyGClc9fPX0r8vcCMgzgqKXqk+NzCvRtb4MwkU7KX8Fu4JgxrND4mfwZBTXGGPmn5pWCHxi9YV/+5EPSN1HZrFQVgV1qC184UZWx2CIWuaYHo9MZXDOoCoKRFl6/xXTbxZTPkRewC9I69D1MyBlFkbH+ULGScX2iE0bIN4CvIFVfP2JhrAAwZfVzvM3gp9QIsRaeTP3U+VQ2MlFKrLKWiycKFlhVtt8TqI5ASeJ9usGgdKbFkgs7pJ9Aog9asQrpe8DPdZMszqzMINRTqcjdHxABtIbssNxKPVV8jMGInzGlE6g8Zi57nTwDMFYycdjyKpUU0imHMJF72EpuxHSM4muAKJ1qmASZ0G4RVx7wecqF2zUH0poJXlOMg9ipw5/hfQRHe4eg4BsS6vM4INuOuOBMINth6qhvlDhha7hHHKb8HznMYEklLhHGov8CHFSnuV5UudBfKg2fRlHx8VnGjL/sANuyL2nrRSDkzS/QL+bJKvdQraX4rMaTspEuZ1zyjRO3wgcRBnZ8qroP5Tz/NueMzUGgcC3u9aCCrxuoFUrtf0wFFeDqk84zxb7U7soOJJhPOfzGLJ4ueduPkTZN0c3GGMG58Z0mr7RKhYLvXDsFEOTOhnDxq2EZwzUe1BYoN3go5FYgLemrqs1UnGWzeJDop9fEf0vILd2JPidFMnUNubIqWm6j59QBfjYCn8EyPM3oM9wQAmWW5XyJSQIvS1bYmpJlbEvDmVxdZWO9N4t4BBL/5kvw88qoABhyw1GbdlpmmwgqXHeTZvgE3U+HDUEBCv7kQ1ORVzy4vVs6IjnK6HvpBPnE9zBeS+Hgp7uEYrkE2ylv1S2zSBkZLY0LBJvGXjtbMRgFMosqvObVgAJxpJ0llrqlMSNF0HQfaPe9I0aSZEBQpHTVReDAQGR2OYC2DTn04au7PDySMvP7TSeC1C+cx0Hebm8AvrOAsFUfIc7LTeU8KMSqPidYVgbvf5mMT/WMGOCm+wcwbI8f0zrvHRJNtaSJQUhuLk/R4co+rstrnLo1mCV/gyP2otzjQ3IgK2/aXNtk+a/L63K6ODNfNeUD8rkzFkPym84nv5fsoIO3ow0sXBKlzwbMvLcTjxVBI23jX4jUGBEwfE7JdIpFiz0ExiXapM0r8PP5VswFr+Q0YPQepy5KyQAdtI6cmcVv92HSCY6ths4d48XUF3HtXQoEUkJQtkGh9MfCrnqpNsx22Suna0zYScWciUQzgE/22j4wUvGZncMQpaHNFffh8fEeYH0cqTWVbgFmT2S7RQgnUTu5N2hnYpyOAZW3RzX+fdldRBqtQjYVmdxsojEWUOR/eho+pnsGTpGF/mhFNfJM8PE8mQFU6mEM+BS24J9d4pR/aYu4NFLCGbW9mPOCUFRKb59uKwyc73jEMWfg+6yuKpU1b1SIbHagaN8C4FymuXDhnOTD5x2MP3NejaXgS9gF+lhwMcLQPcfkBcIpcIDNtF/xBanGVVvzCy2oVSAbv53Fk4mufRp+yJBqbDa9OVc2NJBIWjjqmgnzTZb7FXqtLodP8unYKQ1jiMHTwGXO5S+QiTQc7cxs2RVuvSpkQLwnGbNBz+Jv9mmhfW7QBXBxKYNL9DJhPJTP/Rmy90nJbYPEGpMLc7kxN/ixY7jOLxtM5NmhiZpPk/escjLzXjHmiQwOmQsXdDkSPrOYfqZFurUM5PaNJSh/Tn10jak5i9Uf5zEpnW+0canfY1zES8v/MGoaYDHoEychNQZpshbwD9NLloD1TSmo+Gr3inzML1UzAoFq3QqSCx0LNHMnYs0RoqJQkA/OpL+ON2F3dagqu0Z49NahwW+1R1jULHs4bbQT6EnmFBuxoVZsSbcPnzFOX+9d8NO6BNTy7lCwQqio+HTDp8EtGlAE/SdgEnWp4iUi9iiXM18QVuNk4c4kP5twNswE+rUW4/xulYB7y17YAv99ZS5JjM6BHznXK/ODxhUpL5XQHCC9pu42DUoiONwzZ9TBfCOmjT9pBwef4/VOSI0qgIobU1Gco5A3zqQ/nPAvc0e4/UfLz4SByJ0BwbSHSDZAL8lrHaBVTWc3yMSMBcMFxtp6Cexy0x4M9787Q5XfdR7soI9LJMvYQ2RradZ7X2gFtHFWa0mhbYnDPsfx9HvC7i1IqbOjdHfR0+I48vP64QDyCrAll3UD4XYCwwr4CN3sCkzjBf4IeOEJr7qcNBbZ4q1+vEzSVox875n717tZ6boj1UORZKtV/1tQHa75aJtBr5xHP1+bfThiFtQlRSD1KnpwMwTlOjTr7OB/n2woFMdn+mxwEirpNPLjdb34mMprsYvthy41PHQ0e+QidY5gI05WlnXdVjoV3aZyx2oluMkd7jWz/ovVb+uLngGsMxx9J+00cdHFlBAdljxmakdz/vTGO3M27ax00bdHyfLw3eqFU0k4Kmm0juzKOz1C4yMETgAdTMegPoCJR3lWKvdjiw5zFFanGVT9bklwMEiGNh58uDejlppTWUX6z3IdZz1ht+1Q/XrWHFAf8fRbwA2Y9pgTJqXFwayS5E6fFqfc9FUhnbeh57ZQP8BVKxHHxl/q6Jorj/B0Ik9bZdPjA8DZxCMLg24W0YfhWED9FvR7+eSLSzJVPXxCqutrRWEdSq9qePWVQJOKGtWdqqhNVYbfuJsuXi+Sof+DcfRzwW8Me2sMcip5ys6u2bfYyplWu8PnwfdsyN9wiUQZEvFj8sTdn5KIBhOAWOyEcbSg6bp9wWcXj51tMv7hwqEALtwX2gWi2XRAMjJ0kqGvtrScquBwi1WGHKmy2besnesVv1YeYfqayz/XcfR/wa4pQMFTyB0ftrUH7B0jT1g4EVsW+pNx0GP9egzpsY7uWP5bJAtwVY5xaUZZqx7O/r/2Ml3+48pr++biTrlct9tKS2mQCAPcXW5JR4AyZDXp1rmDnj5sgysEJnY4rGiOwnEgD4dN+lYr8+Tgk0z6X4R4ukijbvGSOMJbel18RtYoG/iqUgC4YdJJYg8npAN8T41Gw/gP5ylU/yJn0sxkehv7hTxoYlk0tZYNwkE3UTVdVOUs+UFy1CGEKOM7wPsVj2ITpJSE/EpHEe/GYubiu+6W0638qI1Q4uPlHjbkud/SMcyGF2LuggYpH9s0fpy/A9m4H+KzNOt8kVmm1x0WtMl24OmcWhzRl+62/16fC5mjoEAj7hK9BGKVucg4eyA1jow21NfTIlF6lfTYpALdnYMhBgBfxK+tfyq0pZUnyfFSLaHQYWHgPm6LsIOuu44JZTIU0xmF8L6d0GF5pKVtiz8GArw0MQZELt8Jdmaz6VZbH80md5HDqSvnq67fe8Cwz97luutWlwM9WUpt8xbO98SZrAP2bTC686fi7/QbWHgb3WUHGpuZ59skMk1JcjgKg/acAFGu3RnjZe5gAfwBhEtVn80J3CKhas9mlUeq4oqrKY/EELo1PZQYyQQW8732tkOihHptENrGwjboACb6E+gxxO6T59QxMam6dgOgitg8hQPZ5HlK7w0lFIrqG4lh9Hku+VssGKPhVUjKtY1CThbxy7RjL4RHTJWHubnUPpPWnfyvMy/nas6UxqZplvR2ToQkN5Ark30vwX3YboNn5qG1a86QRYA00xe7iko9Q+xBD8zYwfi0kmNIA5ldGtioKHwWKB2oUXaT0TPYMuLGju8D9rWlcYmghA8Bezr2NqeJor+1jo8BoM0kH/Bx9SG2baNt6F9RcGEeYddAMOhP2EemK97V9QFuDAzBe/HAcpgS7T/3dxCANQKxMvtXkkAmpxV7mbRe1mrN0NhX3M64KtW87y2G7xNNOemBAh0cGWX2k1YijSffUfuoLvaVtSplGGNh3VUAizItKmxO+bNMHAL1Kk4/XkDdvndzF3wNEDpXNVpEN26o5jQRI1g3l/XXaeQy821IJhgcmaLgYKFurBVy+Dh8BGZaaiqky+ztpLSevq/GNlj0Snt5mrrHm6Fl7Fyfk3qZ8cZhFu+WCCFQ/+0rqEB7HI+1stDYS5ZUGN6Cupc0W1YxrFQWmEpux8PoPX4MQ3aARVxl1BW7qJv6LnM82x5wjtcQxXdox1e0a0eA4nMp1o0866tva3GyuYZG2aEJFAGyukUnFfeuTMGsk+MtCT9kYP0hvqYv+JPdLCqP8fhBV6dNZzIWddo4KKkhkqZMIqo6lL0G8OHqpepuu7mOK52PP3/lyeMM7uTghAvdLf1gMm+gDfS6Hrt43OXkuJ2LviUkEgwvIkHr7/CF1ZryS7e8cWdd3I5WtBEDjMgXuRkILHA3SPhbTS0mYCzCEtZrOszKrnXcZDoqfoV0FcfhM5huibSdf19+OFXQSdshK9uqZVMMmr6kRgMAYmnMr63KATAzANnWnbNYzL25qHBY14RehqZtH1UnhBgr/+HAeWnHd1quBSINWegDvxXuotTPUCqLer+Hn/GCY/UOxd7AaIS37amEiYdYCt99SG28a26DKtSP9R8qMHSQvJ8iL/vDqfbGzBVLItzw+h1Cz2KpQDbqyjwtkH30eg2UG5HpkGzg1sCibp3HnV3zlhIAREYbU4XzJtL1fHELuFkktZif8w2WarN8NV/QdgfGBfsIMg4iuVbSluu8aHaEr3TG6yYw8lZ8YstTeMpAykAW3T+qDXnQnU2D5y+8ThIer2b7WO7Q/8ZWBuDh7WvhAd1FPczLuRDwrx4rQuGjxTYtLrbvqbgKi8i2IM+4aJsiBXXDfGQQ7ik7pzcQkLHYAGEpaHAveXu+zbmdh89Whl8J4EHsY+9ypNb1Op9bO3WTcICt/IO049EFJQiW2FhzsmOqe0gNyCDZ8FarfqxfL5VW1zUI47JobBLVp/adC+nCmJXL7Hc9B9mdf9INxKLpj21aaay+w+4W/TH0PlTtOU7ekXzn7bt47hAiKNI7XKYsCKfnmQH5Ydd0GtWF5Uu5QPSzSOzWNZoJpp5TnSTaEX2v9ubwNtObAMou2w6tLd7ZysNgvK1+7b0euS0L8dTL4hsORxVL/sqw6ZRbYZfSpE0WX/tAcO8AVBs3WmNpKz5LIdvBtSc1nj484/FbKAg9DWc1qhWN+extyUaK64kuLLz7NRXqN6VXZ5oPIw3lGbSrTF/6fCHds/03E3RnNSaFLiOg7Jwwz6J5Gj0JBRZc1IrfGMI39dyUissE4XSGYlGTkY9Q5fYrYX9P0GJTjEJdSoitmsloV4W4EKca7b+CEm8JC/o9mMKCVwPAsJbQcNyWGTaq04Cdp1ZuK2nNFMAmdvnj+zweLt7qp4PxN9hMBhPLKFAN9R2kzVQQUcnHsI8iHKxFG+EPxLzQ9w2rBA4p3dfhFgJ+NSWO1DudwMBOhYxtb/ZE9odSx5FfnfFNe0J7fmhdlKvbp+pOFomSehq/BmJSXzooP3ga+YYBKajNNNVANJvzTC0ZYORBqOng8LCbVP09pL+4AWNtfUmRnzpKgRASV7QkDkkFovGfMVDoK07w82i4jB4HFYPe93dGTSyVEaZ13kaRhIuUaCranvKP9nSpMSOYoKpl8RsuaF1BurUMAhGn83Qq/ljENzYVfY4MTjkxjFRa2cWf/t0ZrEUvKYzy+GtV2e418oBADvTpyd0ZtHIVbbwYmSi7gGdiZHudOiy2r5yBQr7kKBTTJJ2ptrQecwMRrVr9qeYTmc5YS7RpcPtdCOKMVeCRNquTJWjEuess7Urk1nPXkVr7cpUg7il7cp08uxke/flsuU03b4CWW35VAwBT2Voq2ymIgSg+Lna3nJMxtPtw0Y1spEHHhhdjvHCzJCy79rzXhT3jicX6HRkqyOTUUqunU/w+oarRAWT0Q3bP4po78h26Pg3PakjW2tIXMMGa92K5i5IS4uZW1QlYIOpTfa/xfqPZdhIC5I+XQ1CYhIFumL/Gwp5ujsaSwcAsLUb4we+mm6MrO50Y9QvFCZxiZrP0XRjHFSKeCymyDTdGMuuNva8boytMm0mBWDzcWIxji8H+CnfOOQeFQdk2J3W5/wYiUUU6CsHPTfFi4aBS915YHsn1kOtnVhpRJR+J1a0Cdr6nVhpmk6sid+WlLuLBELN5+Lco040DHBoR2abz1F/6BNRjBUIsO5Bx/0cdZPNJ2W8KdYW+FIJThToA7VDxfnRsi9SK7wpL7swnyvfVLoBP3DJiuUurV2Ygzn/5Wi6MJODXzZhJnM4If/lBGu6MH+3rqML87kCcZiULdN0YS5wTT3V71HP7sLcYZoVzc0Kh/aOV0yXhRVhrMr5IqnVQlmA+lWIoule409ryxCb+doW2qCQwg+rFXu1dmA/f+iYR+yk6yNjBmklZur1SbHZx8KD9pVXulY9zhfXSl52YOe7I4LW/pTzhnRgf4VS7wFJtzEst/4MzM4CtvDOK77JlhDl+GlnlzqtF/HFYgpdphkLGrMAQTIdgaC2nwOgnBJWm+dUljp6t+/kMcNb6l/1Y31D6KvVPnS214eJFu7tQiLPC6C8/3kNt9l8v/HK1ej1eaPGNf330Yhx47d+EThwWOiQq7Daj7x+fST8x9VfQocNDPyi//hxIx499PNsfp0P9Y2hr55YBfEr/S0x/3hM7GO6LMr51d6f58NGn4NRM5PDnVw3H0gO2nD/DXimbw59tWI3GxTPumCOPz4x0lUiE3/2Cm9swLh+gYOOlU3fdOTawQ3hE8qGhSiuREc0vkH06z07zzp92hI3zZY7Ic6enp7d8Vma4fdZYAPHO8nkhWcWYJCm9vhMqhCA8u4Wulk70zf/9i+f0LXJm6aXHVsV6DtiwMSDNUdC/6351ZOZZacUbwz9K0DnrmXJ0a1/5iVb/GnrwwqxteOtv4vBwkIszpI9aHfcITZv24dUDJJqoHKXQPBPcJfI5OljXoHCt9xrOD0oKn36puSoqz4NjzTK4/nJqOgN7TkPZWZQqN+bQv9kQecjtaNq2jI6FndOr8//otnZuRue69qP4fdZpCn1d5xAiOJVHuePbC3o1wiViof/hZ9ack4shATfOpq984vbP+0fOzNlQkrqhv39pvm1Ga0mn5lBaxs6LNiLg0FRI94M+g9xDWHj4NE70bPfk2b1836wyxS1tMX3bpNaHaKEH3qj74Dxfupnw+Hv3gDjde7rC38xhea7jvhdrX72Ux+Flr62av42PPz97irULU/uPIBf9GtzYz8zxf0/agda88/wVW/DH/enr+aDh4/478+GVubvXc2HZEJccWVR9s4FaZqCsrSYuaVnXG8J5BDoNrDJkQrv91vfLwbXHNo0Pf3H3acbx7R0jNjmfqlBu/rpeZqKoSmjlr8R9L9cr67YrelRsH60d3F0dF6xQj0St+/basl9daaT2nl98ehK+V2122D44UMK9Tfij6Mkg9TOAOzYjq5Uj/TecFJTYVZf8EVLS0t9DvBAXRxdf5uXUkMfon4hXI8olphWgm83tbR4KhTrq9W/Akp1pnhtZeFv6oN8NwRllEEIf12tpgAytlBSixXd8hKJBRQ6CEFhTp+Mc5zCP/r9sxMbIlKmBx0Z+eXxbx4165k4ReO3QTOHdnE2+kSkX1G8AfTdr6h/FtWr/4Jc1E3QQXUL/bl6jfCFWl3hpF5zSP2LuFkdAjxXH7isVj+QKBT5Y9XqyYBSQYFtweAgtah9KaXK2+nkdIV6jWtogeI/PHg0ZQEjWmS71fUik8emqFfVOjkhnqg9JSfcT6sbZCHwfSHUnwsfqp8AxqyG3+2bqfuwYRQhnS7kC9yDlgbca3GQwjuPe/rFbniGn57ucW3LshF+XXlOuxYU/rmhlfcxmSm/NPV4+g/lB5IPQA/Ut3nwkM7vC48GH/VSjdfnG6ZelazefAr+q1df9YETsFmWKJrYGiaioa30N6mH8VPGtc77baejFAO/q+/LNOZAdMeZDv+Z6WF63m/bZdcHgO8nSnOYdoO0/kv47y1CpWnX638HPHw4wO//HJW7aZrcb+CG1LIJQTPXHvypcYDh8XV/f3T6fiPGremXlLH3ezr9s8WP7t/fPEhLX8uw+IZ61y4Nj1oN/WKNPy6C6a+B53m+wlPbAgAboNBUTuyeDg/xsfRGLf3WxfQmL7CferhMU3dYeNdZCg9+j0zT9Ns2f/hINzerx2raON6lqL88CT9+/r9f04PxDGn0GbIrOWhC9K5BAxu+8TRqwB9+Hp4y0vjipiIwPaKhh9N31+y4PVWo/kuH/kjJQ7Vic7LG8g/mNavHwJZ/V0F9fSZfoeClqtXPIXK99Kzajxehhu2F6Bct/dYmbE4eV+RNCvFoOEIDOC1SP/P0j2j/+IMy2X0p/J5xakX1BPXl10S/ecCfP3++ZmbZ9E3ho0MDpo0wGcR4noqY/m2jybn9eXL6DUVPpk8DNIbrEaB8RofpC3w1iq3+MX99RHGVnzoK9vrcRcecwhrUwyX5bq5hzerfayuia4eq1ZfZVeu9kxWImROw2gJjL171+uJpV9jO6opixWQsIgh3Rf2/wP+q1YfCTXt9YPV69/3NYUvVdcBd9dKwZDc3P/XVatjXkv35Ch9GffP9aVdujtUkb0ZdPe37wOziunO/XUFLn5hLU030SNnt2YPpt9Rpv+fEF80T4YE+Hr7VMU3qP/z8GifD/wz5Df7VN796FsLG3S93jOIe/LOWaS7aTMafLi88h6uH97ndGuo8uO3i0ug3Bp4XWp4q1M6/usBGXzEZ/uxHpqvPB/wKv294M/we9Rg4Wh/RqMkYDdBEms9e0SpIc8v4voHXdqVP2JS8dPDxhkeW0FI8Hxs0M8CCV/7v1bLR43oufbNKATsuQyk92Hm1RVpe5H7WmrypuX552cvkjVn5fUNQ8mnLTiloPtsz0/6W0fes3rx58723jrvC7/6TU1dT0zdNTx/7y1dPdZM3ZkUZGh09zPJy4bvJ4Z8o3lD68IzY/HaBdx7+Tf8TGyKCpqdErBl44/c/rPx6wwemp6z6pzXveLYr5aDzG0r/bVJ45weNpwZrkjeHPAYF3L3vZ/26hOdXESkbXKxUZb9rQSN/66X/GhW+6a+fv2xP3vg+HdA9XXT29UjJvGu9GW8+XRbxay/91yD1niHPr/ySqU3erDprKnljlmHfpZtGHe9eAPfzofCeFfm//fSbHz648/maiJTpm5I37A/4636zTbWT/7MhJeLUi+6++/ddQZede+m/mhm+RalJ3oRPn142avBXvn/avjNizJCU9FBb0vYDrqeMvt9L39EK7/lN38A1HmUTNh1Zuvv48xC7pNruX05PGTzexhv7quzY5F76DpOWAS79Q3/UJm9GDrv7V5O9QtWmT46krPmX7SX3PyWn+9T30re/pX8x4u7QVaPSN00/tHbIUJc/ne3oYbX0HzU96q5dPvBeTdDAll76dnTpnX+b2H/Y6HBN8ubawP7jQ+yBKbfjQxR3d01P/cxeyEIGBa39o5e+XRTeeUzO0MG7tMmbmwF37zfZy6pOG9tOv37ampSIT+y4ytE8MKXm1176tomz37/unBg9qmxC0LFvb/q6vLBrLPUoYlebxzB+cEr6sOH2vfU7ydH963vpGwNrxtI3/dFwZXdmeNCE6KWrPn8+3tPuOZTmaxHHtEchjriZnjLE/jXi/0wtO9E+kzS96KWvy/6si3EsD8f4nh2pqa1N3rD/ymQbkzdGh9f+I5kRcGD+4lREyvWJjrjCw1VBo9uWh3Nu9tLvkN/XlhlaNld4jvv1k4M/hk+fHp26e+idcY481uLn8EyPI2OcfY5tWtrXQZdpHpZS0zrITwXd66XfJp6nI2au7fTEmz0nPvl8jWZ5JmLpL/37hDi6TurX5MzMTI8ha1NqfB2YmL0bfugObLkU30bsru+lrxWXH494zPxSJ9Ae8LR/6NKIlAllHmtO3J3c9CrqDAaMqoHpZ46KCnDsMJtWU7bfWX3/SE3y5F76Ggdo4JHUzMzwhpfJm0GjojdND187ZGjuOHslb5rHNA6riXZCVFQe2BceNTR3ROfPdR45KlNLP9TRC3IDRqasefEkOXPUNUUvfXVjVIQHbHKP5T76n62Xv9Umbwad7X8vxG7PpnnaKoRYBkBsulBKkUqFchACwHynLx/8Px2P7/KRzFY5ttvR3rjzwEO7voW/crjL355+02WN4sOya9eh6ZvCM29+8mR4kx1nRMXttYWQjC7wcis/vyM7dm5sbNyOWYiLhRI5BBYfHNcRi2e2S8TSbxz9pfvP1Mwyo0Y3/w3ov7jfz+e2kXLpxkyN4mukZu2wO7kv7OxveQ4sgGT8fET8VDwBQyAg8bAg4b8hqTtLXAulkLzaV2tipiVrcHh4eKSOGjUzfXp/x9rkcZe1LkZmsu/bTn/a2s1CCBYwzGlY55Cu/uHB8Jp2lRu1yv6RRCgOEoouzcV3PfeBAY+GC9kVPDrk7aOAPb4jMyMOJR+Z6bFh1cETvs8bHbkgM3x/RKuLkemxy/Otpp+zDQKl2MdVbhcLcHJIGvVHpwTP6GPwI6/xcIgmKD7HQZTieCoGzzDa18H/fD4dcu8/8OblwIDGiX8O91Q4Ogxr+jw92aN9xB/xeYvpP3SC2Njy2DSN1cUviF8fJpPu13+69QOeXdm/KyL5SKpHZs0xu1a/TtsMCd2nmOrqoW0miS/xkkMnX13pjadL4NqI5NboMrMm1e+tpX9HAvLOX8DgtQ3WGFQCZqcrRVbd1aNuuX/31IbU5OTwQfabbhWr2GyveAzS/BGPBOosHIh7lUrY/Ojn3ZnJM+EBn3nkq7eV/mmZ0G0BhqF3rlp2ISh6YJCW36++Q2b2t9e1leshSfmnif54i474jHETAjWvtvCyZfKpa6mjMnfNvP920l8D8WdhOj99gr87m2J0O4zzcDvNun3CQNGHGOROLMKixo54QlKtzPvRK6bgPD5gbETZqkcDBgzwa66H5S2iHwDyi2K6qh4e78YWP3TwtT+h0938CQx8HuSO/9SiU14Td+azcY5edqlXOI95erf/0JoUp8rqzcV5xYUSqVTIlsvldJwo33tzdeW+lLUBn911udfiSOfzFdB/AlJ2JFAQSAO986pAb8dWuA0GpJcI+AuJ5aA4Bm/p6d4XquSUnx10QwrPe75f7Ua4i8Jaz2kG6ZoDvXE8rEjklZ+f7yUSYXm42jA+hQ7KtK+QiDZXDhrqe79F8UbSfxFGd9orAs8YOGAb/2mBLN2R114lo5yH3Q1CKUVaavkB33ikK51u/+yL54jtq1JEEs1h7HI+z6vYdV5C7Jqbn29ZuGf1yqz5GRn/QKPR/8jImJ+1cvUeny1HD8ZEJcxzLfbi8enwW2Rhoo8Hf/Kn55tG/wD74uwkdiHD0PG6yJ21UH/HXXqYjFKEgWkuEIPlGKsaO2yjC+1Z0+E85kZNBR+CscOqfKA05v2tK3O5rd0alEQaV3VP08mD2dqtg0m6p+LSiMrWX3Nz727dGBNfrs1HA5CkelfAg+Y3h76PjLcAKWLPMKx6iUV0nMPi3OVybcNQBqFK5o1nWNfXw1WOs5Pr5/zrsJO1ECATiqvmTZrtO5/EIbOUNJXZTk5MmraBC0lFY4WQOe/O3zN76b4qsVQGQFinm9Na3gj6/4cTJmlU/1OGkRDbXRbloEv/LqTP0/SLxJxh10birWzrgnRje9n+hBUjAg/gAEBe6z7r2pYcEpmj5JIsbOKm/MfCtp6+zIzlqDomiavkkEl9loycUCyArUDthABlfY+nHwrlES6I2OcxOq6+nu2fK5EPd8iVW0RsV02KAf8hn15i0O4jTdgDjUuSbNsNNOduKGADclzVjr3LVCwy0Zq+bTTWInfBQq5W+2nRvL2c1jGDJhHJLFK//Qmba9mArHh3o6JH028RULL3xtGxHe3S8Nkf6k0CGFdZqkMunQxqO/gyfvCCKgzCZ8RdMOEJIiNx0GkbQrq/vsVCEKVg1s1ltGCUqjN4MxaANMdJCImWtNp+9CVImF3X8QloFSqY1m/ImVsUACi4dq8H0z8BuSMZaUk7Xuo7PrJWEq+b9cPvDKM7Iuj/WSbQ9nBkMM64+xv0OBOEt7IxxmcETIKQ393VhuEn8gGI7x635R8clMoAXWJOhilDQFssAGqzb9PaHYBYChCO0u/npkKR1w2NL6ZAwObQAT2UvkIkjSfAk7tOE3V/NzZlli5+wnrZKgf4Gzz6jDaNRxr2+PDxYlB6LtJ4qw9MNXigW1/6eRkbkHrHLSRxiIZVnBjKiyWbUv357ieXcUgv/T/OwOIPaF3dQiKHubi0QAhQpj/tkfSfQl4v86uM1mmWiiyn0yt/6ACCzJbm2z+TkSlzfzmtG5nekWnlEpnA6Qdj5h8OFKHj1s/2V4oBkDfhAzSHZtS6K2+ycctopvz9XJrer4lokuHXETl1R/fhQMD1RnPPo+8BXmqfchkL4tLaVlLOUyhz8TotNbygf9n7wv+WS+YaWNTTtwJUzM4qIViYYCQeuYApohda+VCbv/AC6N47lwcrTU3saNQlwCm4zfaTiIawdpoYjH8aU8laORb2LkVfNfcw+s08ySR8O+NiYXvjdExCke50m3hJttbeV44GtyUa0PapaZ3XdEq92PJ5RhZ/GfgCKNCqy97IB+huN78jq8y59Ktr6UdZ2r+qlg/l2ti1WUU+PGSzEMo/3rPoP4UK8N+3PskfMBWyaszLdnl6CGIpXnY2/ePYtVMNLCvNCyvqbOYJ1HmFU4y5foR4odgKjXJxA+hVs2ksCyJ6cixUzGRqbTeCjlfa3K2dpdp7UQ4hnvUk+qFQR4IVZoxbYMDDwlMZn4pAO6+pRYAIA0EeYR6I/YHaJa2XZrzFG9Ib+sJiQ7eUDRbguSyLsjmk7/KgsRzNMKiR8RZybe/azmSRBufLwDXNPYd+9Utjr3H6vNlFXR0swtwYPOYcdMqu131IF+zEG7Lk+aATxoLO7R13l0CvsjCjdttLFlaTQW5jT0OZGQSsjfTaFdw64td06fvBdfYQJjk3Pgxwn9ZT6LfU1sZ06BXhPDuvS3YNExfmnYaZAe6y64XPQm4GHXlCqdDQjGB40tf+7/tCmWWP8yCbXbW1PUhjchZPWE4yyQrNKmf7K9GkbbJJHGsYm0oTkDiLL4LyUz2E/mTgls4ET42p1XX1NfI9poQPVl0gxFLy7FnCUL9ZGG84jCNclLlatNj3KZKqHbeYctlSS0L8VIhSqmp33pXvRkmAXSwzrtrqo+/C46Qhjcm0Aj5JadKhRDHDpVCEokfQvwtU60LAnJN1WmclzJLKt8HPeQEPZ8+tLP8GsUbMOXIunx9rgfLjCQle8ZrX4efyLfD7nDcBvL0vszPKxRch4fmVJHOeOvGZBicKbQ385RMCUSZfwMELoI8VPYH+YJmTLn1knJynl3PFl9PpTgQqPB97gUq7ppe3GVNwzDaZO+F7s7WdkW50mSuhLegzu8VO4QqJFnLaKKKJo6VQwVGzQV+3hBUJiJbTTM4MnC1YyEnRA+gHyUt06TN+eOwWo0e/si3ni3EHntjxuhX0HUbzdzG19HgzVT5wECiQCealac0HBgENMXe9mTLRnA47r/xaEp7BqnOIMA+7AueYpq0KuX+hxQVTjqSPkGbr51HS2r0+vHZjBeNCmxUmbLNnhU+TFBdjPHk/D/SiUk22b59yC6RXRbYtRSDjhNVmrncZEK/QM8dziCS7c+dytMaEluMFBBFNTxas7Tgg8LXTr3fjd/Ly2idj6hSENu5mtP2acMmeId/vUJ7xSh7GhUL2LBPKT41xlYLYHQT8y3/jwkxXeYwRUgbqLdmgbQjfjXElHkzYo8XPWoL99h0zrgInlCJXvnb6eZKpBrWMQb0l08vGEM5YmVHt7rSvuVYJW2w8v0ONwcr4iLSOPV8MZAF02/Q8I4vn2EvDVSSukYUBN+CjVvuiyjE57zOD4U/gRMv2vXb6BYI2C4wnEKj6i6sU4QydSYEwg23H8q4osMiEcjMYlSXG8zsMqltBrN6iL6ba9ELfU+BWxj07wUdtXb/IIH7VcpxgWZsfSTIdR+5YzKxTzRdBz14z/RZJW2qXMOtiUgyBoGOOMWfYXjpBGaFInmJHd0M4xdSeve8JnX+L1JmfGGkMZKf0MHTC1NVOgjH2Un3aahEwweCkjkoE3YiWhIacKUA5HENyxoJBr5m+Z1tin4F8DLEF7rMiGToqNm+udmBQ2+kH2e2yzbww62o48UXZGF3b0DnZK59u4movhNgcO/l4JNijq3Yx+GGcIOhDS/LBpMMF7NlK2EdczqN4vmbL79Vm+RlznbwlIEgpJ+jU8uJbF/3xX2stP7jBfoMujOdPtQZ+tjAsPtHoZICcIq02mdE6SbZXOPePfW63DU7qzLoC4RaiJfmAUDBPkztEoyqBp6+Z/kuvD49BRs5wl8zrPB3jI7FumrCaMMuOXt8LqegHa4r3GQvc2NodP0YGx1yJu4k09CpoUltsr2JZkODhslAoljGOTPQ6wx9B8xF6/WOiBRGD0hUarR2MnGxo2Oul/x83fntth+Z0FEKMf+cnTJgl89akAAhO0FD7LfDJb+nv1qUSMEhT+3e1tWYIYwU++EhBgYnUWRl4sJU+d/vclSxzK3u0GDdX1/XnM4y8DG3k55yx0MeWGH7iQgovS+uCsvwtKpZ0ZLanUqpXN9GVALKArdlppcn23LAffdBb70r4D93OTFmAxxDwxoYAAzODYnCfofbtUwVe/zGRzwRDWa1rdk6AoHz2Oo5J54x1HmKzIa9c6zwFNG09hLQke8gKAma0uqCsNNma10x/ujzBZFJVW/ChGR+Yi8Bdu101BNTftgU77aBQ4O1aFOuvOTXGSPW2+1QjvgJ1aq3IhO6ngqta6ZP2bgsD2F47FtJYxvkzV+ydPXv2osNo6xyC3ILauxZMK+jvqqTbH7Sme6dCv7xm+t+CnWZ6jf3XifwxCPAcprXqAhpvP91nF+gpOXXSmXOiMLqMLRU/RiRMSjM8EPFU3alAX/dNlRwfB3a0eX1K1OofH9MBituCDOP2X4VSKpUm/Te0IcwNAd9ZZCSyAg+3zRVlwNDXTP9nwFWPPv6HSTucql7OBow0nrxU86CpC8QC+x2WMoDupT+Ha4z+1Hini1g+GwTFRuIBnXdQI0v1d5vkmaB/G6iita/uccnvLgoSA7z5NoSA6Lplyq6WgUSzdPm/9b3Md92hP18z/V8Bb10tQiJwEvj5v7QH1BjvAu1CGn4uv8B+ZZ1NfGyXTC6DiiQQLkxKQBS4mT+/BVMt17FZ8PTkZiq7gOUv7NBlNJHcGLPAljI9YmzYSAuCBzPjS7mF4q14zfSb+DzdOk7CObo4r+L8TmrHRLBAi4KQxLbjGQ7OevVknU5lNH9w1wVkLJ//YYd7gCylV5qc3qAJerk+EotoA3w0LZ7NDkKb+wjubdMjjHwJOPi6V3jrN+st8TIi56YhE3Uz/m0nOiS62nORR13QuYBMN81rPhOgqf5K1F2DAE3uNggRSgJMltswUVpRWubpoVHvhUEXV6NM53Nne4W2zwVoA5+LWkSR+L1u+upB+sU9VMMxF4PqBT6w41WT5TsIF7otyDihQLfyE4MwU9Q9EnJHmzDEpL7IgweRB/GJjZbV76HJC70B3myaqfIdjARKaNsDgCaRulxcleENWdbsxaH0nwB5Fpha/CQJz55lfWtklxK/7z59b/1TXgjFkOlotLkYnGWiiJ+1X3M0MQTQt1s6I6ByEfT3lCbgX5WCCW1r/Ghm+KV3uZ2NzT6Z+39eP/0WicCCBRfMPPCYPa/qC1WZ030Gg4pHIg1X8OsXHzLSsML/NX29cXT6Lo5R/LTtiEoEAlHp1M/iSj8VeqhxY8LkXKezs9uHm2qlGChncvVfEC+XWHjwo2N3cZaxZ5ktoGYgvaEGe170kdGSXq3rB3v/icgLCybFx1/oaiEYaSL2GYxemp8vMuc93wGFUWSS8TJbrZCtKNxmdpgJFbPzPoAoOX1Sx2CjBYiBinVcXa/zGF1+W90T6PeDClrzbgx8V+jft4dUfJ5dj0atz6MYrdpm+M+Nm3FpfZ6oVsrGGQj9CUmg/ulihPPsmWaveFxGT6LR6uwuaBq5wUXPq0OTEkDpNQ5ar4gTcOtYZKapzsvZV9Q9gr4zjqKttGD4x+pX9zAIaaVtWTdMhUUbJqyQ1P/P3rnANXVkjx9CJJGnECBm5XJ9ouEhXITURwRiUK9SBREJXh6lmM3G+mj8dZeWwi6s4M+ii2hrq4DuEhXXWkQ0sT7qNVqt1lrXBLEUlG4Va2nW1Gofdnf//OY/CSgJJJBAQoll+qlibph7535nzpw5c+YcfK0piUNdwBEIBLiAUyu9Vm7kWCF/9s53DGYEtJJ4u+87XlAItq+2th8vXDu+vbV2epKhJbCKQ00z6BBJLxVeu9H+RGUcWY1znMDQoA8iSd2ZKtRRXpGhNx6pXy4r5Ok2Ab7kJrAEVk51OdK0sonEMfMrd55esCrhDEo1HkTMQGxw1wnNiitzg4W7v2CRD39fMZziI9Y8XyLHeAGxBl/8rH5Ud+2x9c+vdkr+9IgphYTQAqO5jen7y2XaxTdyjoMXdplQkGKmQFCos/KeYezEq6x80/+IZTtMKpsZVF1aFq55LgDokt5tPV1eBeUEJ+plsyd3b4/63r/63Op3CkmCuWTUc97GwvgZaontnere6hVyIsCSRFK2jtg2i9Qp4OimMr0jVOhaQdmSDv85JKEWt3qm05SukCE99+wsCtuI0s32Nd+jIN2fjzXvYFa7R4H7lLDe3bxqBZXjm9LCvM3uT78ZX0iKplj0omxN/zGHo4uQi/pt4uq507zzQafTNOMUnmz1my4kCz/gnrFCgRq/2OzQuLccMB7t3VYzjHrhr+0UEAt67yjpjI9iI8zeLvL2CPvLNgG2NxoMKfpgH16mO7nBRQwUfv6T6Bgceaj1TcxFvGLUGvQZ2/EaC+47qgyTO48J6zOAQ/rrIrFfXxN/mNnD/kh8UvoL1XIs12InCZvTV+Yqyhn/MBkWi0lMscFNTz5ZaQ5w6CfUWqaRqscwMfmpq0fS0nsnF/vbtyK8rbUsTE974z2ahJB+bLnB1PYxumfy5OsTTXnUncWdbZF8QF0mWWyFwZ+43eJpifJRIcbz3PVqkkevUjss3WrLQo+XVuYLMObH/YkqPAjZGcYQ7JXGQ6Wi2xXiH21yz5NEGX/AMz8yn92Pxah6dBGGsxyvjohojT9i2xLuMa4JqRATWMn9/tnLBiMzSyRRu4hhLAz6Th7PRsmnlUWKtYmG6bb6jtjQI3PQWTyrX3e/uUSEKQrn/HZNUlK7t43Ie7cnJb38t7VMBSarWdPf1zQoWZmmEeJ3ekREpSLlPJ6TrW55k9QP3MT3W5/QS0hencNhwvFNht9gFEvEbf28ve/ocpzgFTq896fYtNZwa/cA7/DWiPRX/3GOycMUzpd+6v9bGpyMbBsJzk4ENYyTOTVXIW+y3S1T8DtdMaLQJbh4+3zUREh2LfrTdHa3UE/IbCkxkBR5tyaX8DABizZvzOqwtNZ0a80C8emtaWFO726hiQUQ/ZiBRbcfpGyMV0netXlP/Xn5CCOjqhaX/mDDO7pJFV3R2ZBFuXJSVDkvwyj+qRC9AGcXFRsuSs+Scwb4DIHnq2QYwWM6z/vtq/FpSQPtAhB8UoT3q1O2VEslBMZKvjRgnWmwMrHW5xOc3CWzqai2IKvOMQVESptN7/hIwVnQhZ+66RSblCygGjuyL8Uh+tMJhoZ/xjke2wo5Y9weXi7nEBiPVeQw/90//9EjSdsHvC2bCry9wyH3JI83rr+w6lxurYLARNXjm/5jhXc0aFmY1WOlmKLW0/ncOUdamYgkyptsfcd9BGuHnm8uY2qFp1F3T+5Zz9NT0W46H2MxR1BvpQfxXb2vQkhCIVCbV14c+dHrL7eHJaVFtMamh+syMZkg7h0fH54e2xqRlhTW3vT6C5uLnfPEPFiLtGrPDWuNm0HMwE7xcZDpUsxhZNms+kG44RyycB1Vf3rn801s/PRQ9xmL2MRkq3b+6AsXnd0VsO08tvSO4zKXi38Zfb3pDW9tR/i/wLSIcUlPyriItLT/0yL3fqPppTf/UuByuiJXKoPcMUFe+RWvmdZ0ghtE+lo5uNTV59A3N2YqB0fclJN5ftS+Y7L2/BiNYxEbrf9AypYmn2l122SQJIHz5GzhNfqpCofkzOVxX0SOz3hvfuR7z19cF/lF3LzMOQ4VJfRrQracRxIYhnPoDi6f3gu0+msbXPqDXCg08to6aj/M+4tYRI3Nnkrl9t2DhovTourcZXIBZIsRAoWCB4uAJ1HgJKn1AdV+qpCzmXWZ0y56PQh1s1E21meaPtDQyLIdlpp8+YwFYmL6YCRC1jwObG6t/3RMtgNtm6fnXgf3oumRkQXfXj08ZvTI6ObAxxpbP8CzTR+4lZPCeYkWbfgg6HERMW0QnzH008s5OVlzoj6mjM+qH9zXM3D6StVQxq+eQ4rWUi2I44NmVEuwgkGbmz47Ni11/+YJ01JSDvuD4JCQ6CFN/3x385eyrOOBfQ+bLafujRzMFm7AFfSpDDOHP5exsgxnuw4S+rnHckoDdl1qOj8jZaPOwelu1AzKEKbvT2CB3QaXvGMbbKkkzdxKXLoc+VQFt2zexJFleO1xBOWbM+P7bRcR1a2Dgn7hsWmlqdnHPlMH7jmQcrIT+kepU4Yw/U+cS7o9nlrW6Ztj/jp0c9DTH//Lq7f9xOGWTCiuLaD2xZ/L+OC0FJfsG4TlKOXzT3allu4as5ACVK5Zqbu/e3phc9TIoUu/6O7JXPjX7sOzSgp8d5XMUAK1cGxWSRYF3JqjAspI59LRKSq180+wn4wHYGGy414nAGq8AGh1VAHXivIZnfSVQd8k079QUhxE295X3ijYt1dFGV9RPkUJYrIuVdO8rD78PQl57gKkl20+PpKYsayMRzo02h793DHZAQE5WvQA/GtzwPIGvf72fUpK9FClH8xSajjfAxAlcPpBLHWdyRkLlCzm0pn5zmCpSAVSmTELhSwlBb8NEVeBh/iklsPECLDtBOwIcpUv717Lw0766lrp9bu8iao2cQNF9TaZ3KSsdo7+nBkCXsSq7k0kAs1Rle9bovx9LCQleccTDCKG6qFnUFftlAqIItdBQD8tIHXamH/pRL3bR/szxxomUr2ROUMzROmPzQ9sLpwMQMB0AL6oAKAgGSg5rwHQQj6OYal8Fc1QcWGrKBxIf3wUqIjS3mAOqIaa4lwxvHxI+UTyq9mjAYisAKraz6EmWasEa3DY5npC84PkPwBwzInXfqyw6+fRfW8aaA6XEYras8t2IFp3fn7XqXIqin4Qt9ZTRpKOF2w+14+Bc/2uY3M7ZnnVjWkBG3uk/Rk7iFO/RfRVzpVRmRV0AOZMBGBGFgATq+C8D5H/l327kaUKlkG6oZC+vAWACVEgTxs46GgJqIZ/x4iVwIvJGv2UPtQVjzkDZe1NyK4EgG+0E4qb4scfpFAPoI8yZ/Wxretn99HmjP+RdSJCwHZ3Pr1yagZC1RXEb8eWtbRCEUkIZ31uczUvOzV11yefP9HqgyemHjjZc6eOEhnVMCTpB8rd4B9EM0i+COmnAPDt+3Ds34NLAYEvHPv+JJTYI8UqtQJO9ilBoFwbj6UqGZQvB6CBrR33DdjtJ/Th/HqiHCjFnwFwiQaAk3bsPyQ0c4Va+ofMpD/D6+vqXRQwnZ27t615xqEKDTjqULdPDXyzXKucTxpZspwPEmKEQM4WluXSKyvpnoUsmQTHSPdZ920rbjULx2SnBuQce4oeqL2ythYYPWjdnJUSOhTpX83XCgDpBOCwAYCcVCj564BaRJsZXVShm/cd8/1nFjKVoNr55ljsAHDCzj/+iFwDPpY3NUhrVZpHlPO49pzR16lALYkB4HAJULEOa8ClItjjy/YG/+A+HayRQfr5582kXyn5yFUcAtxyP2xTLcVLfJQ50hGfw4d5TGy7PhZ7YHwIHspyzpeTBIHB/3BZkePXXjbeddJ8/lF2KUQ/V28tHzMjYPl9E7ddvXWjZujRV+1/U/vXnlRw5RhkVwDApI1AGXCyqmQ5BTRWqAAlpXr/BKYa3K4omjUFigcnx/KquQAoXTyrRiWrmp0dHXXz88fjgbIadnsfqD1coGWChhSttSjKufzwf0EMrAZsbTCTPj0HgJNMFaiEwmKpwBe0EFCk/IhFuwng6MmbYLolvtGf3Xy4dGGMzfZPunrbv0/sSoYC/zN9M07bpMyosaZ9Rz5K/XgozvsGf/X4XFcubtP/RNX7Lxp8aCEHLX3P6wA0QfrboLB4COeMGN38In7kxoHvOjPyF7czU5Z+lA01/ElzDSx4qkfZpTm9JXlUb466P/To91V8Zo2cJWkapDero+8Fl0iQPh0uEuqFStCs1SseE41tcig6ozb8sug1N8fUpKbmdEMPF0gTo1IO9W7QDV4e8p3d0Q+csmHKrcF6uaPhKqEMrtFGslSgJEetegjHvaqkMvjHvZUqfwFUT5Nn/JLoF55wCUj9+pPu6IH6UEhqQZ+25Btbp2nsjf6gluvvA1A3Eo55ZxV4RHek/FwCpw5NUGX1LjfwOBe+u41TfqlHa1s4NrsUjvofelq/YzYHuDSYoWR+EvDxMP3elBBV1//aP1Sqpx936BCqX2brua1pT03yVqPoge+xoKjDZp2+UG4IuD9M384KRL88ICrnaIzRPS+n7ICN5p66ClwecmuYvj2hd9ozvTTqi0nG0YPbe1JDTpq/EzoiNec/w/TtZ9QfDNi6eVS0iUld/U1IwHiLtu9Gp+5RDdO3g+K7Go76rZvPf2dSn5sZmXpwpGUmRWVkQMMw/aEv8CdPT46acSjUNFy3jzKjPrT4XJh/TVDjMP0hjf4RRJ8549PW3sb1Pajt/bsflTfZ2uA/TH8gAv/RnqzSqM0+0b2K9NsTtwad7B/F86VXVcP0hyR6p8lZpVuv9CbwdbO3z8GACf111lJf3np/mP4QHPX7DiZHXTnU3Jci9/OV1OWu/d9Afjw989Yw/aGF/sbVg9q5vk/0wO2ToMwP/QdyrxGZX7sN0x9C6PeFlGZu9gk1Y0A35QR8fXOA97uUbMNV/zB9iwTxo6shAVGRvaBv67oSOCUqaNKAj+aoJ6R+M0z/ly8/3dgHNfwrvQp8yu4nF5XXQwLGN1vhtv4Hg6KH6f/SAn9iVnLmFZ/g3gX+J0GdNp1bBckHXa3jLngzM7ttmP4viH6kFv3mC32qeQ8OpOhONWo+yUwd62+t2x8NmDIcveGXmutf23egNDPyghlqnq/L8iDtCfyluwJyHlrvCZQTSi8M0/8l0N+YGJIctcHne7OE+J6Q7JDRoGVf6oHzVrXQtiw/0DhMf7DRj/w2K3n/hr7m+qflRlB29vTJXssDCqytpi3c6uI7TH9Q0cNRHxR5Idhs1c0/yyU7O9slJOe+9Q+HnEy9qhymP1jo705MSc7c8M33FrxyZcFBCD+7puYzGzyQcnzqqGH6g1H8IfrSzMsXvrdstH2akq0rNZttEX7Yf1fQ3GH6Nkc/cncIHPUXgi1dY93qhJ+dvTzlpNr6D/Yws8Z3mL5tBf7ukDlBG7xum0KvplDUxiWC5ovpnfBdaqYH5NhgnB5KnTgcq9N26Bu+PZAM0RtV89puHd0w3bGMKWRJmblRORNf6/6tEweyXVyWH8wKSgmZdXnM9RE2mfo/HaZvG4Hf8G1K6f7xRtErl24oFxEELpCI2LUssYyjEJCEoDDq5O2u7zhtDUlJyZo1cexrc2+rbXQe3LcmaOkwfWsXVUvD7gPJ+8d/Y0zgq5bOKsNICcuzeu3iRfMTZs+ePTVu3vqdlYUiAcErv9SZ9tT3yuRJrtEtatt6YD/cb22Dv8PwqJ8A1/Xjjc/1mvMlGC66tnPebITBQBEE4XK5CEJFE1H+/PU0IQ8TZevSSinVg/Ksh1ILlMP0rYf+VTjqgy573TZ6lXJYSvAKd65CGNQe2Xu1eZz8Fm9jk3jd0kF7XOXu1I54VspPVcP0LShGJmN/191BpUHjr5vS8F0LSbln8Qemg/xxUXSHI0uAB7UMVit8l2fq+tqI6ZRh+uaXtt2a7nP9hKDS/QWmF3ehjoQkv88An0ji7J21uGzQzoovDNoFVQ3KxszWYfrmS/hZ09QG6C+mJAcVePUSFHKMCJeuR80I7owwptLkZHXzILXkvHbq/zQoxXWYvrllbs2Bp1FcVP6uFw/MSRl/vbd4oJoDpOTUur+tW2dOaHeEsYCJ13oNTlOU+1K/8XepyfpwmL6ZpSlredbYTiFwf0JKch/oAWjJJWuLUSpyhznfrGS+qB+NR3w7SHPYxpoZNdnLcyjD9M0qDUE12QdOwlEf6Dphf0DQxfuBfSjMq6X4tR2MLxPPCWp3IGbm81grIr4elFghbkezarKzXQ40D9M3R1ROSoFvK+vobZ+LQcla9H33Frmi8itqBrqSI19gbk4ffuKWWtLBxqt+1eOYURNdXHS7CSlew/TNWOntSdG9rpwDASkXXc1Zmo3k8ZypyBlkHRN3TLQgj1ecEC+3bczPtt1z9h+s6aCfNWWYfqcwDH54/nqov1Fj3YQDnbvuF10DzaqsXs4rR7ln+CiN9ORyLcjmhM4XksttLMdGfKEVZLr2TKMM0wfg8cdVYpyAhVc07V73i82bQ55sup8wc23IVJzSJotmrFCId1iWyg9dxSJsHSCScqgmRDf4XUJCh+m3zOIQitr8ShqtqJCDEyV3Da42Lj/4xOUi+4BZR6HVufhZhKtNxinjLWFYmsRxpYw4ZusWB+45oGtUyv1fO33VWBHBpr0zG0EZKPWrVecKFURFV0J61eqt+0MOLq/pmCldgm6YUeMuwj0DqvlcP3ey2qiZD+ltEZC4XiKxfWaXmAKt+D+451dOv62c5JzawUB1WzB8PsLgr5cKRE9j+1OuXzh0aWLkFzkuWSmw7A/oO4LweUK8Sivu0XNE2VfGJn1k3spekvucYWxXlNk+pZrSdVdKtos1Jn47pv9dPi6dZ8CCz/CrlhCGIU6VaorGP+Zm08j7kyb35RjnL+Yt04l77tSSlcYmfe46lnz7OtP2Xy43j7wyCE3XHJq+3BqJG+2X/kKZ4M46tEdWtdOi/qdOL8UrO8U9FzU6wrl+zhxSuAIxaQagQn1h7mC0vvmqNUz9dkv/J6GikosYMbu8IyNO9K/KeyQrAekrX2NckUJwbZ5J8c/YKaDZzOanUj9eesPrfEFmaVUyrSzPubxib1VA0J7z1x993qb+NdGn0HE6ghqbmhmLRcRf+zWd5vPWJvap51GpxUxcQtthwhTA/aqQsMWRS7d/n5+4t0jK0+VmxwU8uUgmE3E4Eh6O6/K1y5nbqqZ82qj5ddBfDpVzdOVUYzNw4nEJ53Y/qjxElPF7MkUSuoHmoxnn2ETZGROTP2OJhGldiy9l5pgcTxGBEQqRNL+yLmrljH98+O6kN3//9tu/f/OVF/Zc3DFvmeO2PCFHAL/Crpwxuln5rNN3hcp54myx0Jik5qM0QbWqP0N/Sc/5HIkT53dP4Mhl7Di71pQliM/NIw5Zr6GhJ1JZBEZyCmlz5k9567U3WsclweLRGhYWC0tYWKuH9t/jwl7806jJcQ7bmHICw5khJwOfZfoaJm9FImMnmWsssybUzZik5VYXJ6yM27M2ZLZQsb5Hp0Copm3AaLHCSjO/culEOk7gYnqy39tN6WlJrbHt8UeMF+/49liPcWnhTn+4UuUpwzFe9YQY1bNKP5K4Q0Vm10pWGh+B6GK5zGLfZwfBCmPGPcYyAdOvB2u+aacfPr+QsEZuouireRghz5vz3p+fi4iIDfc+0kuJ9wjv+Ls9LCLpn6+PP1fGI4iifS3PJH1/uSiOCoc+3cTKi4/SycsW1hksYK3jGk3PnI+fM9Pm29EnGA6CgIG2UO1TIsA4uQv+8MekpPS5R/oo6d5x12O6xEB6RNKaE+uvSQhJ3Q3ls0d/I1mCIutYknmmJl/qJpHIwjOPU4hq44zRLRJxgllOHtQzflr8yFS2aGARFh9PzMMUhVF/iI8Iiz/SdwlbU4E5hhkKg9aIN8auFeJE3hjKM0bflyNbhaCOZBG1K5lyN6M8WknutmwpTZNsMSFJYF3VZgx+LmOT+1md5kClEwMJsee7QUbIaRNGpIX1kPbera1GRr5PLsZ8t73HbNA67sbUOxKCOZbyTNH/kKhEudx8vaHPnbr2K4PhSV3JEaotE/zMDBOaHDJfxtnU52Yv6redQxbO1taBnhZs7b+qN1lMiBxfiR0XbkS3e2Mso7HHp62TBXdeTTImFNoj4qeckhCFo54h+soi7TDlJyzussVQaSTdj2o4WxN3Lan0E6KEYXrvBi/qgz5CLZbinO0d6iGyQ1bb3y2YhlxC7jjao9Wokpf+ukj4cs9e0f6311pNqYNJsWNpPKL8wTNDv5Es1KpXXJ2g3qSzxSDzhKT7VH3JjR7HMy2p9IBgvUnjPVQxeIvRXoX+fDpP4LmJwe3setfImP5Z9A4SAvq7HmEmFHzv39CIi+N6ft4ablop8PZIR/Jw3kXlM0J/AuH4ZJii6yU0HRZ0qjspnKcn/JGpYrYFZk9loWiVac2OsVZQlmF6hc/3O8cma1cgT+UDw5kY25+WPcgnWPPDPR6YRJk0gayM9T5iWfFOevEdEUGLfiboK4vkT5f5SBxHPLtD9vsV4Tv1xuc/qLmWiH5fObM3vPxCQS+DH3UmJKcS9PZ90WX4F/1o2Se4oOSvab1p+eEjmJI3w45YWsLT/uBJym48C/RDFXqgqEV4p40G8VuS0bUEQOCqmxxvfqU3iDu9iXbqlhUZpu07yJZrCwx2hJFFkmrLG7aBkC9o7wNt2mKsNOKI5cXjxbUKwb5ngL4PRusChS4R5Heu+/hdiz7ELw6hLpLTzTe4jibKGb0f1+D38gEfoXYzD4tZlqp9qlJCjOgPfKNW3bC3OMLX2vuBvz1plbynz6n90b9CHkf1TPosTlx3fRzJKBLNQ/2EIvOtvYeJteYe3Ogc7jv1d367bwNlFHIstTRnkqz/TdOb0sNeqze25ms9he3oz+A/4p32vIgssHv6NAPrPsOZrOg2atF1+ThrEYJ6Yuab210ESyyhz+e7k5VfmVwFaq3DFp7p30PW/iFND9a4vxY6/tOIfhf22zk+fY79+FijswZVhHnZOX1lYW0CV9+sI5Ea6mvUqYVk4Q70DLod8zG71nLeFouc95EFteS1BFMd5ku0iFhtUau8CNkL+vCT3mJip140JvvDx/UN/+9vGVUdAyMlvBj7ph+oKOQaTLnupMFKHYljkfmzUd2Kf6PZtVZLFnWbulGUyu315E4hKV1k0r/rLGGRu71vLW9qoL5ZZ4yQ2H6k8Ui/Svwb5eK3wowK/2KSrrZr+vewXIMhhx4v22Kgb28S52bovLIX8OrMn07kBrZcfkYlbcWidVQURUzt5aLr7hDXTFz8MrESs+iU5VZip4e+mPdYSex8Lt0c0kYmB+8wB+xckjGrQLg3Hbtq1/QbsGpDgZvxRP3id6y6kPkdMReQOFGJ+fQ5cQZdaKoIJyW1+dvXr8qgJhqP3oKccd5iauxbSD+GFP7JYKr2/uPEenM0+/gjxjYB01+t5Y01unT0+APHwPHB7uhfwBxRo44WfD/HlborCLeTIDtX1U/Jz89YeZzmLuORAo6wyHHxbL5xLwLExD+0kv+6BW0qJVemdbfPmrO16/3c9rUvG/liWpZilXHLf4QD9q090x+FORhXttDTuFQ/0gp3ttjd7G2+HlofwmBwE7acq5SKBKSi7/UAP2PFKr5eVyiyxL3nMa9/a/gjSVRcutrIujD8d2/GG7cHh/1epL/3aXf0I/HO5T6fihp49XH9PMk7ehY5rl8t02zv1q2KYrSnfyaVgX4wv9jxzqo+nTvQdxTuX/L1V3wW5GQajVX1awkfX+9JXh5n1LRrap/oSGwlttSO6U8XnEY7tvTp5+K4DD3FHElg6Y9gfoaQbbbBbQ9xHDWxdEdRtM/IXXzuNVxPJPG/KpNY4Fr0voAa2h/6HlQiNz7est+JWERcfAboo8UCklPmuDJD3wdrma4vdKwIIX3zHayOEhWWntc2GPrrDZxDuLNZFlh6ldfEL6X3a+y/PH+spVs+oS/wquyY/tedkp+/rviUkEfy3Gfrjf6OK35nkA4jsPS/5tbqStDR/sPnZzAN3L6ROE6R+XsM6tqyl+P7t7JPiu1TMWw3nAPS/yqj2TH9k0+0Pj6K+m3ZLr3W41AN6sxcqT2DP7u2zOx5/zav7Ay33/QTHfBr+joIukSQbX6LKJz8v3fR9zZLDJi7x++9puGPhhrBayyx2n7p+2Bd2/h8KiMjgd/jlHWtRLt4hys+T7MHoFrInor0YdrnIgjK4Jrw/TGI7pW4nZhiEf0jT+l7v/iSR9/8439jpsT3+K04KrYbfbYd038Vc0YN9C0jc7CndtMXiRPRzK/WoTffLUg9kcrNmLqouMrY6U10u757sVZT9CQsyMykFpd1Oet5XBEtey0tvI/t2j9Vv/ecWcM/rQaLGtdN8lfaseRvwop6n6HROx16IXULb6/51U4hnBlfmqpyU/Fa57PXWCK5AluGGgnpIDS0FSEJlnmV5elpfWFxHEwY90ZEr2wjlmHOxtZ08RFpaWlJBhvCO4nnDdx9W9+1a63vO7zbcbsvuVQUper5X4s6nL3Q0wILAqj9QBo7xde5fmPiAlIgl7HczzpvMnZsdNEKg0/htD/HkiZVCa566PlvOPKIa/94UQ9uezfDX9i7EtlbsT1VgPA/OVQ4VkTpbQ3Ge+dzRhlI/ohpxHh73uGVsmZzDRbkCStXnDr39PWjjgSN0fEDNsqSAWjSZ5/Pdb6zfW3xoqkZCNV41IZusTxQGjHGkiZdwtbqGXrDPN49S0re7mLm8e6S34UbWIEXkAvSnm7ppD/FH+sjwQhM3+e7/c9s6RqDrhNGw9bYMX0V3QATsrJQLCHJrl1fqgPrnQ6DwB3shgX1biYdGabnfVgQhG/eCoC7jiUItKRJ/grp79r16YZPDeqa1tNH5GEJBtLb++9TnnQH739OX/x0dzB+xMd7Ppw85o0uaeDxgqLEwAc47G2R/lED+/PtccFPowaHdtjXaA7zuuZsql9Gx6pfKrHEv+YHgpnBP2ONgi4TWPhWq8hNaYZ7PLEPun6uwmhvxHfz73ry7/SX2PiMtK7PPTw89FcDEauwKAMjcsRarMCed3nAKOwUQ9+XPm42l2EgkDvEABLH8bToGD2dV4xaAz4fyccaLGvS56T0tXQT6/k0P5z1kun1Xes/eJKrJncJPBxIP/2LHqNFnJ/smn6wolDfMMNHjGtr6HH8a4vqPUR4Uq1BnzpPbnHolmTCwcPEptzrYsHzEb05a8bhsrGxpnaA3QWj9XpOePg2zOBwqx2e5nAXxZlxoBq19CCtminfYo3BD29s8UEefzbvcqDx4xtF2BwP716tvVGC+R4m6P/9+QVNembEtHfwXPv27AJgFmlGNAVkNotj4Qn+PaQndeAzPzpPzvqPxW36FGO/kmbMrvOqe34fXj7h9e+aNg616nt4BfrJFYbHOe2Qfj2R17f6zbBY9QLqMivM/Fo7X3/O8H1LCN82JuDbf+fVl+E3Psw8q38aQ9Z9DWyPJ7jLOJ0e/QjXVHA9PnrH8shZPgTTIDgvtc+NfQSl9uh1vLJ+BWxLJoVvGhv94f3a/DWmIOyTkTOA3dMHl8kOrR+J8zN8+VR00XykM2KqSGrxEXoVTVGhF64RWb+ei3J7Q48mHF/L7Rbdj0X2L26Hsoqo/Vta/BEblfaIGRysh4e7PdJv5om1G3LIKpl7HKqfGnNTJa8zzAKjukc/N6NE46J5qN5hPEHZcT8TMVm5EP3pIjYpMwjpw0cr8ff7K9K+JjgrY/vau/P27hd8j7+f5uGHwbNAH2Ti2xlaz30mzuky8XITzspJtqPOxRfZweZ934+KDxPMp46hfL+1hQqc5TjfmPjnTz1NZ+O4rGiZH98gTCiv9qd+N+swKXD+c+/D3zs2th/4w9N+T8c5RqI62yX9aAFbmyoNydgu2Y520WfLtncermKcwg/2y4xcjtOfegryGfxiTwlRaUwTREsIgazodIKhzx+6UoZfH0C71pQRwoTY1t6Wd4tS+hj9PS97J/1xnoygG9tzts9ojVm47hQ3lPV6Qw+ZN79TTGuTqQX2q+I2lqKiKwwDH6WurHzHmA2IWuypRW+49qBOFRKXB9Qu3yhCQXslKcykm9ZKAeetXtVAqP97d7MKhyV64oLNRlVR+6TfIpMv7lD89F8/FXmSI8GdONzPmkfwJGsT9TzzqSb0Pi61RwR/6jp3fO9AY7R6uWOcnf8zznjUJu/4U5KLv+mF/cyIN+lb9BeA8R5h/1stIUrWGL+bnUZpnkQIZ5uyy36Q6KjI63eY7Pu4fEVif4w+VL98kjbwbCnqsTJCdu7NsCRjJpzw195t7e10x+qtcqyyy0mwPaL9BWcOIZxkqk/aa4T2OvwOYmI1lljMUSzsf80+hPw4w3L81HX5ZJGbVQTbLA7Bqb76opFojUfCe1sTpGdIMdmC1fFPojWmrb58VkKw9pn2M7JX+o+FCmfjQhldJCYHlK/qECnZiSKWGnh3lJF0Nys1LvAyE+O5H/h9eIRFGn7SEsL5rbT2DvtfhPcrp5kCLHdKbw9lt5lZZooU243hZ8SxiJwBzr0CHu0ri2y+/MQtLLzEzXqto4ymk5iIvvJt73Ee7eb2gOd+9zetr693elLSG6+keMoxRYXrMxilWVduyhXVXKqRbMhE1kBVr0cc3H2VBdKfSnUQEdbOwRxT4I4RHM+oxD/9JiIpPdycLhDv0R4bMS78pffWukswLPfDPk0edpyR7aZMkb8j0WD4owjE4DLw3AitNIJ9HDFzu5+buKNIge+zwYZGfWQ+QQhYlUve81kTm5bUmh4e7206O0NrRFr6y2/7ldLZAkywbc9SM46y2HM2xp/LcPE5P8aTVR8XRVfm88gJ1qhanY0rPDcxzJj9+egHVWKysME2TVQ2Tq5iExguc6/eGvmu1+ojHmnjkjyeJGaJjQ3T+nIljUtrfeN3r/92x4qSQg6OEcKAY6HmjQC7zsSqcSEF0p2ruKiurCsu4hDuTVaquyGPkFVP7Ys/H0WKyxR4SJstW/ngwyx3OYYRPHZhbnXV4rjLV8dO+v3/vAXLqNGv/GVi5LRiB5onU6TNyiTKzf7olvlTkJ1nYX7oSJCiQprjuZ3OnrU8TPih9fKgaiI5pNh5FWp6m4+PML5cks8j6Hdt3k6Vb9MnBQ55tbguI5tAweOIZDJtTjaeQKD9COOx8rfuvrTQwl5o9xnYF17JI3Xtx2R1n2qsWnXwch4pO7vYj4Ea8SbhIgzq/HOFPCJ/lHKw2qqk/Nh0/+0xV0vrKqpLaNsqaSXOjnX7pxw75DriMaU/T2H39OE7iX7k5XOhYakNpG9zjojgSU8VJyAMlIpw+bqiO82JZsQ5eMpwgv6p8pdqt2rg2u0zQN+mxfdkpYJQ1F5zXjFv/uwMCJ57xi8hbvG5s0wOSbKz/m3frRum32eJ/hgq9QQukbGkZe7u7oXSWg6PIHh5G69r7L1pw/TN0gAXXsqp9pSyFQRBymvLttV96BWofAbaNUzffP1CTWlpbIzWqJXPTJOG6f+ayzD9Z2NqUg/T/9XOSdPEWXZMv8fK9bsfTFzoZfWrGvBd7bVMkoR2G/uNJ+2H/nlZd2/jnI6QO6rqSHPreOzedXpOZZbh5zvRzN7Gk8W6nXpQe5P+472/X68z6y6kVvTo58ohSl9Vze6etHpDZyrTEyPMraRF0eVccbTKnN9oK+htvf51l4uIMtgcrm34fZu/qR8v3Sjy1GYceXwwt/ppZBIfaVmORjWmhO4FwNy99JJQcL+QOe3m7cPw1ebUA59701JASyZ9b9uQpN9cdp0N0akDlY3BQNXYrKWfoo4J1TLVSrTgGLWvBjx+DDm0Qg7qmdpdLEoz/DEYjvfgH3TO2/5yN+Drpp4ZDN9RCv3fvgD8/C/tbwSqopWA0tisvA2/H/iv7+AbCVa1zNToLsHf+37u90bZ1nSFfFrtbtZgPNlm8zf1b6yu/lusEWhYKc2TiCcCM5hW/VA5oSR4obgJNN3wn8GiBDpve+jbIFYBVa0rOCBJvvsf5rGW3UXKoUh/YrKq8AIAP4jenyOamO0gmgjAt2V1ybIgJWDdB8pU4ZxyqQ9ICYGIiTbQIK0rYc0FI2UQGvMCiPR0qFN20p+QX54rGQ986EyXERTn8hTxfXCrrKrWv1HsXFftrgQT8qbnLVepCvcWMcWhoFGgBi3V25ZXG/XIys4GvqEapzVKELxL6AXniMaGmxDxXPWaNqBscqJ8Bm8a3eAE++Ett9s3bmkvaXvRZw0j1LZ7U3Nx2KvzjoKPhdrZ0f1Jtw3IBG6iaBXILof/CGwStIIsKP2a8iH9srtgeh4Ah6uBiqJwGoL0VZ71YA987lvYXXAXOwkeKTRgouIWuK0YDfIawB72Y9CEuQKXXVDgyTVuPKjQ7BIrRzBh2z0blIRTx4Snpf8h8QD4YL7gBGz7/ukAPOBRAokZanXtZQCSpaombWh66QUgrVMr6fvBLZlSVV2lNLFbAukfElWXyyr+u7CqdvcN8HVedn6pyk1YIW18nOe8vJrXAvaVXa6o1IC9+SUl+AnQhvmDxzT6RcfbtntVD1jwWauPghDttLSw9slYfj8VfC9x2Lu3qApEV1a/z/kOBNUBMEIK6bvfBVGbAdhYVre3Quo6BOk3EykFc3htoFGmBI8lGqCR/AQul8ILX+zX0q84AX+Ek51Ljpa+ukEEX4CvwHepjv59sL/wkvoJ/d2wD1Ekt8GeOvDf3NLdFyOx1hZFGwjmwG/MFYM9ebsv7mZ9AWqXArCnEtJXuSl+NPVUkL4Xdg/MxGKAExw8SwvhqxbWq3lZSlAHX60X6dYqg9NHxUYwRwp7q1jlJvcFydW2tQM+EMP6Sy6BXdqMQ4dYqi76wRxfpVKlUkrHQ9kWDfZDrvdqtdIR0od9PztEqb08BOnvq256NIJ5CDSylaBFrgFt8p/gvA8vFOjow8YCUHQB1EDJ3yZXX2dpjRsS36XatudeACqvfE9KJ/2CVG3UWx19VdnHTY+aFqqbYZdq5cB31i4GBXUjnJyW+qtYkP6obVr6vry2XuhfKIOCSdgEXCH9jdJdLjnyQ0peK1BzYuATyDUN4l012Z51wPFbKLdEkH6bSrTQtq/qAXxFgHYU3MTWAE3tlScfVwUAtRAODpVSjc8ED/FocCIfTlWYE7gBheZWuG66jsNnVg9BrU+Vp1ViD5R30nfT0d/NUgK1dIqW/vRt2hDa18FFKQCjFZTbWD0AY3nqcKwZNAu0skxNzOykfxFKDI2WviMcIR15kKNFaqiNXwcgUgjOM3Uf/T/WQwBOase+Us2Z0At9Hzp8OukIHf2Q0tafZwZTNPLHULp00P+GHnrrVnMbqBgD3zRbS18pmgtsP/ZpcDjsk5XmdTkRQ/qgVVpZ5d4EslgBjuLPQLAkt0E5XUGv8rwAtmoTsO4TV1WUD0GtLwaLgH86Yf4/E2oQiEHNHU6gG0TJ+/JpFMD2Ar7CikkV8usgUO5cWiRoA+NFkTVsV6CkFUbRcFe1w+6AbdqxH4i1gY1wlauB1bkSk6NDa8sn5ewGt2Cl4Bi5L9LdXaXcK7y6J1WjEtyDH5WBRkIJXHmpkw5oTNEv6qD/Kuw1PjLdt9zkLXCBmqqV/JpGRYfHdMXYTvq+oNLRtmt+pRusX6OFePubZu1Y1xUVRfsClAt1+471DWrtFwK1288PmlRquODR9ZI213uaITj2w3S5yyij3SjfqIDaRwmUPmrQeKtxkvYkgqs/vHToUjMTDvLm0V5uDbAljZfOP9ZKf5+TLfUtqruf+Oh8+bS/2TgCvgTtPx+dCAZuXsfOxwCKj5ZH/LFH57V6gtPRoyNVKi8o7oNHAs0F7ZrR55MGo3P1/kxwEkobFc8JtOJZN1RBzKDI91UaDC4vfxaV76oQPQYTJFmR1aGAfhVqFaTKDXbaUCl9wt7gQXt1jxyyp02bFuLU7wqGvp1fBbvsBYXvQKqgwC5Vucuy3/kuFPg+gHevh7dvvg+JRt+9OxMo72m7ClwIhsrgE4XeaPi3EsS0wDuMUOkuUepd6wdvA1gFFTmVagAeXkOfvq9nXbnQa0BVjLmWnOdoPUccpT9QzvIc9u4YlEIJbBmgAUXle9vXig/0WT6tyPknMEz/11mUGsqz0ZBh+r/mMkz/11z+vwADAKrw18naCuD1AAAAAElFTkSuQmCC"></a>
</div>
<p>Assigned Exon + Assigned Intron + Assigned Intergenic + Assigned Mitochondria + Ambiguous + No_feature = Total # of reads</p>
<p>Feature type at the first level (e.g., exon) will obtain the same gene counts as the independent assign scheme. Feature type at lower level (e.g., intron) in the hierarchy will get less counts, but since reads assigned to exons has already been removed, quantification at lower level will get less false positives.</p>
<p>The design of the hierarchy thus is extremely important and should address the main research interest.</p>
</div>
</div>
<div id="other-details" class="section level1">
<h1><span class="header-section-number">5</span> Other Details</h1>
<ul>
<li>Current version of VERSE only support gene level quantification. Overlapping exons of the same gene will be merged to yield accurate gene counts, as shown in the figure below.</li>
</ul>
<div>
<a style="border-bottom: 0px" href="figures/gene_merge.png"><img 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"></a>
</div>
<ul>
<li><p>Current version of VERSE only support quantification of uniquely mapped reads, since most efforts to rescue the multimapping reads often leads to inaccurate gene expression quantification.</p></li>
<li><p>For techinical support, feel free to contact Qin Zhu (<a href="mailto:[email protected]">[email protected]</a>).</p></li>
</ul>
<p><br><br></p>
</div>
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