{ "cells": [ { "cell_type": "markdown", "id": "b44a8308-9153-4b31-bdf8-5e94134f5ad0", "metadata": {}, "source": [ "# Preprocessing the data of scRNA-seq with omicverse[GPU]\n", "\n", "
\n", "

Note

\n", "

\n", " “Due to recent updates in `rapids_singlecell`, the pure-GPU version is currently unavailable. We plan to fix this in a future release and support datasets with tens of millions of cells.”\n", "

\n", "
\n", "\n", "The count table, a numeric matrix of genes × cells, is the basic input data structure in the analysis of single-cell RNA-sequencing data. A common preprocessing step is to adjust the counts for variable sampling efficiency and to transform them so that the variance is similar across the dynamic range. \n", "\n", "Suitable methods to preprocess the scRNA-seq is important. Here, we introduce some preprocessing step to help researchers can perform downstream analysis easyier.\n", "\n", "User can compare our tutorial with [scanpy'tutorial](https://scanpy-tutorials.readthedocs.io/en/latest/pbmc3k.html) to learn how to use omicverse well\n" ] }, { "cell_type": "markdown", "id": "c905f009-4d98-4f03-b499-50359294d9d0", "metadata": {}, "source": [ "## Installation\n", "\n", "Note that the GPU module is not directly present and needs to be installed separately, for a detailed [tutorial](https://rapids-singlecell.readthedocs.io/en/latest/index.html) see [https://rapids-singlecell.readthedocs.io/en/latest/index.html](https://rapids-singlecell.readthedocs.io/en/latest/index.html)\n", "\n", "### conda-env\n", "Note that in order to avoid conflicts, you'd better follow the step of installation.\n", "\n", "```shell\n", "#1. create a new conda env\n", "conda create -n rapids python=3.11\n", "#2. install rapids using conda\n", "conda install rapids=24.04 -c rapidsai -c conda-forge -c nvidia -y \n", "#3. install cuml\n", "conda install cudf=24.04 cuml=24.04 cugraph=24.04 cuxfilter=24.04 cucim=24.04 pylibraft=24.04 raft-dask=24.04 cuvs=24.04 -c rapidsai -c conda-forge -c nvidia -y \n", "#4. install rapid_single_cell\n", "pip install rapids-singlecell\n", "#5. install omicverse\n", "curl -sSL https://raw.githubusercontent.com/Starlitnightly/omicverse/refs/heads/master/install.sh | bash -s\n", "```\n", "\n", "Here, we install the `rapids==24.04`, that's because our system's `glibc<2.28`. You can follow the official tutorial to install the latest version of rapids." ] }, { "cell_type": "code", "execution_count": 1, "id": "32d966fa-8d89-41d1-b84e-0777d7bb7a0e", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/oak/stanford/groups/xiaojie/steorra/env/rapid/lib/python3.11/site-packages/omicverse/utils/_data.py:324: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.\n", " import pkg_resources\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "🔬 Starting plot initialization...\n", "Downloading Arial font from GitHub...\n", "Arial font downloaded successfully to: /tmp/omicverse_arial.ttf\n", "Registered as: Arial\n", "🧬 Detecting CUDA devices…\n", "✅ [GPU 0] NVIDIA H100 80GB HBM3\n", " • Total memory: 79.1 GB\n", " • Compute capability: 9.0\n", "\n", " ____ _ _ __ \n", " / __ \\____ ___ (_)___| | / /__ _____________ \n", " / / / / __ `__ \\/ / ___/ | / / _ \\/ ___/ ___/ _ \\ \n", "/ /_/ / / / / / / / /__ | |/ / __/ / (__ ) __/ \n", "\\____/_/ /_/ /_/_/\\___/ |___/\\___/_/ /____/\\___/ \n", "\n", "🔖 Version: 1.7.6rc1 📚 Tutorials: https://omicverse.readthedocs.io/\n", "✅ plot_set complete.\n", "\n" ] } ], "source": [ "import scanpy as sc\n", "import omicverse as ov\n", "ov.plot_set(font_path='Arial')\n", "\n", "# Enable auto-reload for development\n", "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 2, "id": "6f0e1595-b26d-4bf8-a40b-75665c211c49", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "GPU mode activated\n" ] } ], "source": [ "ov.settings.gpu_init()" ] }, { "cell_type": "markdown", "id": "cfac2aca-153c-469c-9072-51b429b6af3b", "metadata": {}, "source": [ "The data consist of 3k PBMCs from a Healthy Donor and are freely available from 10x Genomics ([here](http://cf.10xgenomics.com/samples/cell-exp/1.1.0/pbmc3k/pbmc3k_filtered_gene_bc_matrices.tar.gz) from this [webpage](https://support.10xgenomics.com/single-cell-gene-expression/datasets/1.1.0/pbmc3k)). On a unix system, you can uncomment and run the following to download and unpack the data. The last line creates a directory for writing processed data." ] }, { "cell_type": "code", "execution_count": 5, "id": "057dd688-122c-447d-9440-0f185b7fae0a", "metadata": {}, "outputs": [], "source": [ "# !mkdir data\n", "#!wget http://cf.10xgenomics.com/samples/cell-exp/1.1.0/pbmc3k/pbmc3k_filtered_gene_bc_matrices.tar.gz -O data/pbmc3k_filtered_gene_bc_matrices.tar.gz\n", "#!cd data; tar -xzf pbmc3k_filtered_gene_bc_matrices.tar.gz\n", "# !mkdir write" ] }, { "cell_type": "code", "execution_count": 6, "id": "6b0ef015-aa67-4d10-a422-cca27e96b278", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "... reading from cache file cache/data-filtered_gene_bc_matrices-hg19-matrix.h5ad\n" ] }, { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 2700 × 32738\n", " var: 'gene_ids'" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata = sc.read_10x_mtx(\n", " 'data/filtered_gene_bc_matrices/hg19/', # the directory with the `.mtx` file\n", " var_names='gene_symbols', # use gene symbols for the variable names (variables-axis index)\n", " cache=True) # write a cache file for faster subsequent reading\n", "adata" ] }, { "cell_type": "code", "execution_count": 7, "id": "e1522759-59f1-4b5b-a0bd-075dae94e6a2", "metadata": {}, "outputs": [], "source": [ "adata.var_names_make_unique()\n", "adata.obs_names_make_unique()" ] }, { "cell_type": "markdown", "id": "4fb0a947-121f-4356-a6d1-24624f332912", "metadata": {}, "source": [ "## Preprocessing\n", "\n", "### Quantity control\n", "\n", "For single-cell data, we require quality control prior to analysis, including the removal of cells containing double cells, low-expressing cells, and low-expressing genes. In addition to this, we need to filter based on mitochondrial gene ratios, number of transcripts, number of genes expressed per cell, cellular Complexity, etc. For a detailed description of the different QCs please see the document: https://hbctraining.github.io/scRNA-seq/lessons/04_SC_quality_control.html" ] }, { "cell_type": "code", "execution_count": 8, "id": "a13d6319-9ef7-45ff-bcda-0432e7e6041a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data has been moved to GPU\n", "Don`t forget to move it back to CPU after analysis is done\n", "Use `ov.pp.anndata_to_CPU(adata)`\n" ] } ], "source": [ "ov.pp.anndata_to_GPU(adata)" ] }, { "cell_type": "code", "execution_count": 9, "id": "2d05f8ee-31e4-48ac-8a0f-19e7f959407e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[95m\u001b[1m🚀 Using RAPIDS GPU to calculate QC...\u001b[0m\n", "\n", "\u001b[95m\u001b[1m🔍 Quality Control Analysis (GPU-Accelerated):\u001b[0m\n", " \u001b[96mDataset shape: \u001b[1m2,700 cells × 32,738 genes\u001b[0m\n", " \u001b[94mQC mode: \u001b[1mseurat\u001b[0m\n", " \u001b[94mDoublet detection: \u001b[1mscrublet\u001b[0m\n", " \u001b[94mMitochondrial genes: \u001b[1mMT-\u001b[0m\n", " \u001b[92m🚀 Loading data to GPU...\u001b[0m\n", "\n", "\u001b[95m\u001b[1m📊 Step 1: Calculating QC Metrics\u001b[0m\n", " \u001b[96mMitochondrial genes (prefix 'MT-'): \u001b[1m13\u001b[0m\u001b[96m found\u001b[0m\n", " \u001b[92m✓ QC metrics calculated:\u001b[0m\n", " \u001b[94m• Mean nUMIs: \u001b[1m2367\u001b[0m\u001b[94m (range: 548-15844)\u001b[0m\n", " \u001b[94m• Mean genes: \u001b[1m847\u001b[0m\u001b[94m (range: 212-3422)\u001b[0m\n", " \u001b[94m• Mean mitochondrial %: \u001b[1m2.2%\u001b[0m\u001b[94m (max: 22.6%)\u001b[0m\n", " \u001b[96m📈 Original cell count: \u001b[1m2,700\u001b[0m\n", "\n", "\u001b[95m\u001b[1m🔧 Step 2: Quality Filtering (SEURAT)\u001b[0m\n", " \u001b[96mThresholds: mito≤0.2, nUMIs≥500, genes≥250\u001b[0m\n", " \u001b[94m📊 Seurat Filter Results:\u001b[0m\n", " \u001b[96m• nUMIs filter (≥500): \u001b[1m0\u001b[0m\u001b[96m cells failed (0.0%)\u001b[0m\n", " \u001b[96m• Genes filter (≥250): \u001b[1m3\u001b[0m\u001b[96m cells failed (0.1%)\u001b[0m\n", " \u001b[96m• Mitochondrial filter (≤0.2): \u001b[1m2\u001b[0m\u001b[96m cells failed (0.1%)\u001b[0m\n", " \u001b[92m✓ Combined QC filters: \u001b[1m5\u001b[0m\u001b[92m cells removed (0.2%)\u001b[0m\n", "\n", "\u001b[95m\u001b[1m🎯 Step 3: Final Filtering\u001b[0m\n", " \u001b[96mParameters: min_genes=200, min_cells=3\u001b[0m\n", " \u001b[96mRatios: max_genes_ratio=1, max_cells_ratio=1\u001b[0m\n", "filtered out 18972 genes that are detected in less than 3 counts\n", "filtered out 263 genes that are detected in more than 2695 counts\n", " \u001b[92m✓ Final filtering: \u001b[1m0\u001b[0m\u001b[92m cells, \u001b[1m19,235\u001b[0m\u001b[92m genes removed\u001b[0m\n", "\n", "\u001b[95m\u001b[1m🔍 Step 4: Doublet Detection\u001b[0m\n", " \u001b[92m🔍 Running GPU-accelerated scrublet...\u001b[0m\n", "Running Scrublet\n", "Embedding transcriptomes using PCA...\n", "Automatically set threshold at doublet score = 0.37\n", "Detected doublet rate = 0.2%\n", "Estimated detectable doublet fraction = 6.3%\n", "Overall doublet rate:\n", "\tExpected = 5.0%\n", "\tEstimated = 3.6%\n", " Scrublet finished (0:01:07)\n", " \u001b[92m✓ Scrublet completed: \u001b[1m6\u001b[0m\u001b[92m doublets removed (0.2%)\u001b[0m\n", "\n", "\u001b[92m✅ GPU Quality Control Analysis Completed!\u001b[0m\n", "\n", "\u001b[95m\u001b[1m📈 Final Summary:\u001b[0m\n", " \u001b[96m📊 Original: \u001b[1m2,700\u001b[0m\u001b[96m cells × \u001b[1m32,738\u001b[0m\u001b[96m genes\u001b[0m\n", " \u001b[92m✓ Final: \u001b[1m2,689\u001b[0m\u001b[92m cells × \u001b[1m13,503\u001b[0m\u001b[92m genes\u001b[0m\n", " \u001b[94m📉 Total removed: \u001b[1m11\u001b[0m\u001b[94m cells (0.4%)\u001b[0m\n", " \u001b[94m📉 Total removed: \u001b[1m19,235\u001b[0m\u001b[94m genes (58.8%)\u001b[0m\n", " \u001b[92m💯 Quality: \u001b[1m99.6%\u001b[0m\u001b[92m retention (Excellent retention rate)\u001b[0m\n", "\n", "\u001b[96m────────────────────────────────────────────────────────────\u001b[0m\n", "CPU times: user 8.5 s, sys: 1.01 s, total: 9.51 s\n", "Wall time: 2min 35s\n" ] }, { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 2689 × 13503\n", " obs: 'n_genes_by_counts', 'total_counts', 'log1p_n_genes_by_counts', 'log1p_total_counts', 'total_counts_mt', 'pct_counts_mt', 'log1p_total_counts_mt', 'nUMIs', 'mito_perc', 'detected_genes', 'cell_complexity', 'passing_mt', 'passing_nUMIs', 'passing_ngenes', 'n_counts', 'n_genes', 'doublet_score', 'predicted_doublet'\n", " var: 'gene_ids', 'mt', 'n_cells_by_counts', 'total_counts', 'mean_counts', 'pct_dropout_by_counts', 'log1p_total_counts', 'log1p_mean_counts', 'n_counts', 'n_cells'\n", " uns: 'scrublet', 'status'" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%%time\n", "adata=ov.pp.qc(adata,\n", " tresh={'mito_perc': 0.2, 'nUMIs': 500, 'detected_genes': 250},\n", " batch_key=None)\n", "adata" ] }, { "cell_type": "markdown", "id": "8b41ef15-6bed-43bc-868a-353ae16c2204", "metadata": {}, "source": [ "### High variable Gene Detection\n", "\n", "Here we try to use Pearson's method to calculate highly variable genes. This is the method that is proposed to be superior to ordinary normalisation. See [Article](https://www.nature.com/articles/s41592-023-01814-1#MOESM3) in *Nature Method* for details.\n" ] }, { "cell_type": "markdown", "id": "0cebe8b5-df01-4688-b20b-bc57bbc0a0a5", "metadata": {}, "source": [ "normalize|HVGs:We use | to control the preprocessing step, | before for the normalisation step, either `shiftlog` or `pearson`, and | after for the highly variable gene calculation step, either `pearson` or `seurat`. Our default is `shiftlog|pearson`.\n", "\n", "- if you use `mode`=`shiftlog|pearson` you need to set `target_sum=50*1e4`, more people like to se `target_sum=1e4`, we test the result think 50*1e4 will be better\n", "- if you use `mode`=`pearson|pearson`, you don't need to set `target_sum`\n", "\n", "
\n", "

Note

\n", "

\n", " if the version of `omicverse` lower than `1.4.13`, the mode can only be set between `scanpy` and `pearson`.\n", "

\n", "
\n" ] }, { "cell_type": "code", "execution_count": 10, "id": "989bcc36-2b10-4ee7-9b4b-6e8244d8277c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Begin robust gene identification\n", "After filtration, 13503/13503 genes are kept. Among 13503 genes, 13503 genes are robust.\n", "End of robust gene identification.\n", "Begin size normalization: shiftlog and HVGs selection pearson\n", "Time to analyze data in gpu: 6.483870506286621 seconds.\n", "End of size normalization: shiftlog and HVGs selection pearson\n", "CPU times: user 4.87 s, sys: 431 ms, total: 5.3 s\n", "Wall time: 6.49 s\n" ] }, { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 2689 × 13503\n", " obs: 'n_genes_by_counts', 'total_counts', 'log1p_n_genes_by_counts', 'log1p_total_counts', 'total_counts_mt', 'pct_counts_mt', 'log1p_total_counts_mt', 'nUMIs', 'mito_perc', 'detected_genes', 'cell_complexity', 'passing_mt', 'passing_nUMIs', 'passing_ngenes', 'n_counts', 'n_genes', 'doublet_score', 'predicted_doublet'\n", " var: 'gene_ids', 'mt', 'n_cells_by_counts', 'total_counts', 'mean_counts', 'pct_dropout_by_counts', 'log1p_total_counts', 'log1p_mean_counts', 'n_counts', 'n_cells', 'robust', 'means', 'variances', 'residual_variances', 'highly_variable_rank', 'highly_variable_features'\n", " uns: 'scrublet', 'status', 'log1p', 'hvg', 'status_args', 'REFERENCE_MANU'\n", " layers: 'counts'" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%%time\n", "adata=ov.pp.preprocess(adata,mode='shiftlog|pearson',n_HVGs=2000,)\n", "adata" ] }, { "cell_type": "markdown", "id": "56dbebaa-42d4-45ad-93d9-430487c9a5b5", "metadata": {}, "source": [ "Set the .raw attribute of the AnnData object to the normalized and logarithmized raw gene expression for later use in differential testing and visualizations of gene expression. This simply freezes the state of the AnnData object." ] }, { "cell_type": "code", "execution_count": 11, "id": "7f41f0ae-1189-4bdf-af47-174e6bad257e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "View of AnnData object with n_obs × n_vars = 2689 × 2000\n", " obs: 'n_genes_by_counts', 'total_counts', 'log1p_n_genes_by_counts', 'log1p_total_counts', 'total_counts_mt', 'pct_counts_mt', 'log1p_total_counts_mt', 'nUMIs', 'mito_perc', 'detected_genes', 'cell_complexity', 'passing_mt', 'passing_nUMIs', 'passing_ngenes', 'n_counts', 'n_genes', 'doublet_score', 'predicted_doublet'\n", " var: 'gene_ids', 'mt', 'n_cells_by_counts', 'total_counts', 'mean_counts', 'pct_dropout_by_counts', 'log1p_total_counts', 'log1p_mean_counts', 'n_counts', 'n_cells', 'robust', 'means', 'variances', 'residual_variances', 'highly_variable_rank', 'highly_variable_features'\n", " uns: 'scrublet', 'status', 'log1p', 'hvg', 'status_args', 'REFERENCE_MANU'\n", " layers: 'counts'" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata.raw = adata\n", "adata = adata[:, adata.var.highly_variable_features]\n", "adata" ] }, { "cell_type": "markdown", "id": "d952c21f-f3f0-473d-afff-f8f9d4999cbb", "metadata": {}, "source": [ "## Principal component analysis\n", "\n", "In contrast to scanpy, we do not directly scale the variance of the original expression matrix, but store the results of the variance scaling in the layer, due to the fact that scale may cause changes in the data distribution, and we have not found scale to be meaningful in any scenario other than a principal component analysis" ] }, { "cell_type": "code", "execution_count": 12, "id": "2786250f-84a5-4ea5-b040-907193229e4e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 218 ms, sys: 12 ms, total: 230 ms\n", "Wall time: 271 ms\n" ] }, { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 2689 × 2000\n", " obs: 'n_genes_by_counts', 'total_counts', 'log1p_n_genes_by_counts', 'log1p_total_counts', 'total_counts_mt', 'pct_counts_mt', 'log1p_total_counts_mt', 'nUMIs', 'mito_perc', 'detected_genes', 'cell_complexity', 'passing_mt', 'passing_nUMIs', 'passing_ngenes', 'n_counts', 'n_genes', 'doublet_score', 'predicted_doublet'\n", " var: 'gene_ids', 'mt', 'n_cells_by_counts', 'total_counts', 'mean_counts', 'pct_dropout_by_counts', 'log1p_total_counts', 'log1p_mean_counts', 'n_counts', 'n_cells', 'robust', 'means', 'variances', 'residual_variances', 'highly_variable_rank', 'highly_variable_features'\n", " uns: 'scrublet', 'status', 'log1p', 'hvg', 'status_args', 'REFERENCE_MANU'\n", " layers: 'counts', 'scaled'" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%%time\n", "ov.pp.scale(adata)\n", "adata" ] }, { "cell_type": "markdown", "id": "a80ab448-a1fe-4b1c-8b0e-b003913d2854", "metadata": {}, "source": [ "If you want to perform pca in normlog layer, you can set `layer`=`normlog`, but we think scaled is necessary in PCA." ] }, { "cell_type": "code", "execution_count": 13, "id": "f1710fdb-8dcc-49ff-b683-72c8ce661000", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 24.8 ms, sys: 6.95 ms, total: 31.7 ms\n", "Wall time: 31.5 ms\n" ] }, { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 2689 × 2000\n", " obs: 'n_genes_by_counts', 'total_counts', 'log1p_n_genes_by_counts', 'log1p_total_counts', 'total_counts_mt', 'pct_counts_mt', 'log1p_total_counts_mt', 'nUMIs', 'mito_perc', 'detected_genes', 'cell_complexity', 'passing_mt', 'passing_nUMIs', 'passing_ngenes', 'n_counts', 'n_genes', 'doublet_score', 'predicted_doublet'\n", " var: 'gene_ids', 'mt', 'n_cells_by_counts', 'total_counts', 'mean_counts', 'pct_dropout_by_counts', 'log1p_total_counts', 'log1p_mean_counts', 'n_counts', 'n_cells', 'robust', 'means', 'variances', 'residual_variances', 'highly_variable_rank', 'highly_variable_features'\n", " uns: 'scrublet', 'status', 'log1p', 'hvg', 'status_args', 'REFERENCE_MANU', 'pca', 'scaled|original|pca_var_ratios', 'scaled|original|cum_sum_eigenvalues'\n", " obsm: 'X_pca', 'scaled|original|X_pca'\n", " varm: 'PCs', 'scaled|original|pca_loadings'\n", " layers: 'counts', 'scaled'" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%%time\n", "ov.pp.pca(adata,layer='scaled',n_pcs=50)\n", "adata" ] }, { "cell_type": "code", "execution_count": 17, "id": "167aa929-cb3c-4c5d-be2f-10b61669d6af", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 286, "width": 288 } }, "output_type": "display_data" } ], "source": [ "adata.obsm['X_pca']=adata.obsm['scaled|original|X_pca']\n", "ov.pl.embedding(adata,\n", " basis='X_pca',\n", " color='S100B',\n", " frameon='small')" ] }, { "cell_type": "markdown", "id": "ad3e2729-8636-4109-963e-629f267463a1", "metadata": {}, "source": [ "## Embedding the neighborhood graph\n", "\n", "We suggest embedding the graph in two dimensions using UMAP (McInnes et al., 2018), see below. It is potentially more faithful to the global connectivity of the manifold than tSNE, i.e., it better preserves trajectories. In some ocassions, you might still observe disconnected clusters and similar connectivity violations. They can usually be remedied by running:" ] }, { "cell_type": "code", "execution_count": 18, "id": "277743c6-30f9-49de-83ad-13aa522151e0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "🚀 Using RAPIDS GPU to calculate neighbors...\n", "CPU times: user 2.52 s, sys: 164 ms, total: 2.69 s\n", "Wall time: 19 s\n" ] } ], "source": [ "%%time\n", "ov.pp.neighbors(adata, n_neighbors=15, n_pcs=50,\n", " use_rep='scaled|original|X_pca',\n", " method='cagra')" ] }, { "cell_type": "markdown", "id": "5c13956b-c726-4345-b34a-80994327aec4", "metadata": {}, "source": [ "To visualize the PCA’s embeddings, we use the `pymde` package wrapper in omicverse. This is an alternative to UMAP that is GPU-accelerated." ] }, { "cell_type": "code", "execution_count": 19, "id": "9007409e-cd8f-4873-9b17-4ce9f39a06ba", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "AnnData object with n_obs × n_vars = 2689 × 2000\n", " obs: 'n_genes_by_counts', 'total_counts', 'log1p_n_genes_by_counts', 'log1p_total_counts', 'total_counts_mt', 'pct_counts_mt', 'log1p_total_counts_mt', 'nUMIs', 'mito_perc', 'detected_genes', 'cell_complexity', 'passing_mt', 'passing_nUMIs', 'passing_ngenes', 'n_counts', 'n_genes', 'doublet_score', 'predicted_doublet'\n", " var: 'gene_ids', 'mt', 'n_cells_by_counts', 'total_counts', 'mean_counts', 'pct_dropout_by_counts', 'log1p_total_counts', 'log1p_mean_counts', 'n_counts', 'n_cells', 'robust', 'means', 'variances', 'residual_variances', 'highly_variable_rank', 'highly_variable_features'\n", " uns: 'scrublet', 'status', 'log1p', 'hvg', 'status_args', 'REFERENCE_MANU', 'pca', 'scaled|original|pca_var_ratios', 'scaled|original|cum_sum_eigenvalues', 'neighbors'\n", " obsm: 'X_pca', 'scaled|original|X_pca', 'X_mde'\n", " varm: 'PCs', 'scaled|original|pca_loadings'\n", " layers: 'counts', 'scaled'\n", " obsp: 'distances', 'connectivities'" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "adata.obsm[\"X_mde\"] = ov.utils.mde(adata.obsm[\"scaled|original|X_pca\"])\n", "adata" ] }, { "cell_type": "code", "execution_count": 20, "id": "45be325c-f146-4a7d-82bc-def9cc210f11", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 286, "width": 288 } }, "output_type": "display_data" } ], "source": [ "ov.pl.embedding(adata,\n", " basis='X_mde',\n", " color='S100B',\n", " frameon='small')" ] }, { "cell_type": "markdown", "id": "30503ca9-6bc5-43fc-bc9a-e90c4e441d27", "metadata": {}, "source": [ "You also can use `umap` to visualize the neighborhood graph" ] }, { "cell_type": "code", "execution_count": 21, "id": "2d9d4e83-4437-4d66-b323-236a4cb35c43", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "🔍 [2025-08-02 20:10:38] Running UMAP in 'gpu' mode...\n", "🚀 Using RAPIDS GPU UMAP...\n", "✅ UMAP completed successfully.\n" ] } ], "source": [ "ov.pp.umap(adata)" ] }, { "cell_type": "code", "execution_count": 22, "id": "41970ad6-ff1d-4be0-b85f-4ea9ff8ebe13", "metadata": {}, "outputs": [ { "data": { "image/png": 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agABArdFi3a7TVq3BFjAEERER/WfJxkPWLkFnzU72C7I0hiAiIqL/PIuMs3YJOg+eRlq7hBKPfYKIiIj+07B6OZy5+sDaZQAAklLS0GLE15BJJKhVuSzeGtQBVYJ9rV1WicLJEomIyObdfPAM63efwrPIeCz75zCK4l9GBzsFtv4yCS3rV7Z2KSUGQxAREdm0WX/sxCc/b0Bx+HNYp0oAjq2YhkNnbyI1TYVWDSrDjeuP5RtDEBER2axr90JQt/9n1i4jTzzdnREZmwggs3Vo+vjemDSii5WrKp7YMZqIiGzW2p0nrV1Cnj0PQACQkpaBqT+tx66jl61YUfHFEERERDYrJTXd2iWYxa9/HbJ2CcUSQxAREdmsjk1rWLsEswiJiLF2CcUSQxAREdmszs1rwt+7lLXLKLB6VYOsXUKxxBBEREQ2SxAEyGSCtcsoEAc7BSYM7WjtMooljg4jIiKbc/XuU6zccgxX7z7F3hPXrF1OgXRqVgMSQcCFm4/g5+WOsa+2xZDuTaFUyK1dWpHHEERERDZl+T//YvzXf0CrLdl//sp4uuHtwR0weWQXSCR88GMIQxAREdmM6LgkBHV+H+kZamuXUmgmDe+Mme8PtHYZRRKjIRER2Yxthy/YVAACgIXrDyA6LsnaZRRJDEFERGQzVGqNtUsodGnpKly9+9TaZRRJDEFERGQzurasDZlMau0yCp2Ph6u1SyiSGIKIiMhm+Hm549MxPaxdRqFqUa8SKgf5WruMIokhiIiIbIYoioiJT7Z2GYWqT7v61i6hyJJZuwAiIqLCEBmTgG5vzcKlW0+sXUqhiopLzPkgG8WWICIisgnvfrfK5gIQAJTz97R2CUUW5wkiIqISLzYhGX7tJ0Jtg6PDAKB25QB8Pq4XerSpa+1SihS2BBERUYkXl5hiswEIAC7deoxXJ/+CXUcvW7uUIoUhiIiISrwAn9Lw9yr+q8UXhFYrYsbSbdYuo0hhCCIiohIvMSUNQX6lrV1GrngqRXT0EtHAXQRg3h4r564/NOv1ijuODiMiohItMTkVbV/7Dtfuhli7lByI+LQKMCwAkP/XRPEgGXjngohbSYJZ7uDn5W6W65QUbAkiIqIS7beNh4tBAAKGBwCjg14EIAAIdgR+qw/IBfO0CI3p38Ys1ykpGIKIiKjE0Wi0uHDjEa7efYrdx65Yu5xcGRpgeLuvPdDOK+/X8/d+0QdKKpXgzf5tMGl453xWVzLxcRgREZUomw6cw+Qf1uBJWAwAQCKY51GSpfnY5W+fMUu+eA1SqYDI2EQ0rlkeAb7Fo09UYWIIIiKiEuP89YcYMnVRtuHw2mIyHd61BKCxkQFs1xLydi1nRzs0qhkMZ0f7ghdWgvFxGBERlRjz1+4vtvMBLbwHaAzktVMxwNnYvLVmfTKmBwNQLjAEERFRiXH3cXih3s/JQYmPXu8OczxxOxot4O0LwM3/lvpKUQNrnwBjzxk/p2ntCti+4H10alYDZTzd0KxOBayaMQ6TR3YteEE2gI/DiIioxKgS7IsTl+4W2v2SUtJR1sf4JIwSQUC5sp64+zgiV9fbFyFgXwTg726Pfl2bYfvtK0jSGD+3V7t66Ni0Bjo2rZHn2oktQUREVIK8Nag9ZNLC/dP24GkkjHU70ooi1v/4NrbMm4guzWvC2TGzh7NcJsWQ7k3Rqn5lvXOUChnWz/sA304ciKSUdKP3dXd1xIgezc3yO9gqtgQREVGJUbtyAPq0r4+/9pwptHv2aFsPi/46aDCwlHZzQoUAH9SoWBZdWtRCeoYKj55Fw9PdGe4ujkhJTceXv27Gyi3HEJuYgjYNquDzcb3QoHow7jwKR1hUvNH7znhvADzcnS35q5V4bAkiIqISpUH1YLNfs13jqpAaaGHq074+mtaugPeGGZ5/Z/LIrrBTynU/KxVyVAr0gbuLIwDAwV6JGRMHIOTAz0g5swQ7Fk5Gk9oVAACl3Rwhk0mN1tSiXqWC/EoEQBDFYjJ2kIiIKBeeRcahYvcpyFCp83V+KRcHdGhaA1qtFjKZDP07NkSPNnVw6MxNfLN4C45fugsvd2eM7tMKH7/xChRyGURRxLw/92Luqr14HBaNYD8PTBrRBeMGtCvQ7zJk6kJsMNCq1ap+Zez7bWqBrk0MQUREVAL9tec03pi+DKlpGbk+p6xPKQzs0hgThnaCj4drvu+doVJDITdPb5OY+CT0nTgXxy++6Oxds6I/Ns2daLJDNuUOQxAREZVIMfFJ+Gf/OSQmp6FSoA/6TJyL3PzJ8y7tgv1LP0KlQJ9CqDJ3Tly8i+v3Q1C+rBdaN6gCoZjMgl3UMQQREZFNOH/9IVqO/AaqXEym2KtdPfw1651CqIqsiR2jiYjIJtSrFoQNs9/N1bHbDl+ERqO1cEVkbQxBRERkM7q2rIWZkwbAwU5h8jiJIJhlFmgq2hiCiIjIpkwa0QUP98zGim/ehFIhN3hMz7Z1IZHwT2RJx/+FiYjI5rg5O2BQtyaY/+lwSCTZm3z8vd3x7XuvWqkyKkzsGE1ERDbt8u0nWP7Pv3gWFY+GNYIxundLlHJ1snZZVAgYgoiIiMgm8XEYERER2SSGICIiIrJJDEFERERkkxiCiIiIyCYxBBEREZFNYggiIiIim8QQRERERDaJIYiIiIhsEkMQERER2SSGICIiIrJJDEFERERkkxiCiIiIyCYxBBEREZFNYggiIiIim8QQRERERDaJIYiIiIhsEkMQERER2SSGICIiIrJJDEFERERkkxiCiIiIyCYxBBEREZFNYggiIiIim8QQRERERDaJIYiIiIhsEkMQERER2SSGICIiIrJJDEFERERkkxiCiIiIyCYxBBEREZFNYggiIiIim8QQRERERDaJIYiIiIhsEkMQERER2SSGICIiIrJJDEFERERkkxiCiIiIyCYxBBEREZFNYggiIiIim8QQRERERDaJIYiIiIhsEkMQERER2SSGICIiIrJJDEFERERkkxiCiIiIyCYxBBEREZFNYggiIiIim8QQRERERDaJIYiIiIhsEkMQERER2SSGICIiIrJJDEFERERkkxiCiIiIyCYxBBEREZFNYggiIiIim8QQRERERDaJIYiIiIhsEkMQERER2SSGICIiIrJJDEFERERkkxiCiIiIyCYxBBEREZFNYggiIiIim8QQRERERDaJIYiIiIhsEkMQERER2SSGICIiIrJJDEFERERkkxiCiIiIyCYxBBEREZFNYggiIiIim8QQRERERDaJIYiIiIhsEkMQERER2SSGICIiIrJJDEFERERkkxiCiIiIyCYxBBEREZFNYggiIiIim8QQRERERDaJIYiIiIhsEkMQERER2SSGICIiIrJJDEFERERkkxiCiIiIyCYxBBEREZFNYggiIiIim8QQRERERDaJIYiIiIhsEkMQERER2SSGICIiIrJJDEFERERkkxiCiIiIyCYxBBEREZFNYggiIiIim8QQRERERDaJIYiIiIhsEkMQERER2SSGICIiIrJJDEFERERkkxiCiIiIyCYxBBEREZFNYggiIiIim8QQRERERDaJIYiIiIhsEkMQERER2SSGICIiIrJJDEFERERkkxiCiMjiMsJCkHrnGjQpSdYuhYhIR2btAoio5FLFRCFixTykPbgFABDkCri27opSrwyCIAi6485ff4iDZ27AzdkBfTs0QEx8MjbuPYN0lRqvtKqDulUDrfUrEFEJJoiiKFq7CCIqeURRxNOZU5Hx7LHevtJ9RsCheSdsPXQBM5dtx8WbL46Ry6RQazTI+sn0Wp9WWPjZyGzBiYiooBiCiMgiUu9cQ+gvXxncp3UuhY6n7RAaGZfr66349k0M6trETNUREfFxGBFZiCoqHACgVWsReiMS0Q9joVFp4errDN/q6SgTq8S7jvHwk6rwQKPA+jQ3XNPYAQDKKVTwlGlxJ12GGI0UAPDn9hN4tXUNJBzfh7Tb1yCxs4dT/RZwrN3Iar8jERVvbAkiIotIe3gHT2dPw83995EQkZxtnyCTwK+cG+RKqW6bWgQ2x9ujnRgPpUYNuaMcdl6O2JLuih/DndGpbjDmV4yHOjoi27Wcm7aHR79RhfErEVEJw5YgIrKIa8kyRN2N0wtAACCqtYiPSoGHn7NumzohHR2TEjPfA1CnaZAWm44+lUTElpage7CoF4AAIPHEfjg3aQulHztPE1HeMAQRkVloM9KQfvM8NDFhiNIoMGPxAYyNTjR6fFqS6sW5Gi0yEjP0jhG1IhJCkjCogj38hTij10q5foEhiIjyjCGIiApMHROOhH8WQZucAABwAvBV2Wg8CzE+FZlE+mKklzpNY/S4jMQMlBbUkEllUBs5RpBKs/2s1Wqx5/hVXLz1GH5e7ujXoQEc7JW5/n2IyDYwBBFRgSUd2KALQM/ZywS4+zoj7HYMDPU8dHK3070XTEzbKkgEyD08YVerEZIObjFwgADHWi86R8fEJ6H7W7Nx7vpD3baP5/yFLfMmol61oNz+SkRkAzhjNBHlWXxiCpb+fRhf/7oFBw+dgjr0vt4xGrWIjPg0eJZ1wcvT+zi5KeFc6kUIktnJIEgMzwFkX8oOq+JdUf3r3bgYr39MfO222HElBOHR8QCAD2etyxaAACAiJgFDpi6EVqvN429KRCUZR4cRUZ78e/YW+k2ai/ikVABAoLMEJ/q7Zjsm9MIjXDl2HxqtCG8XBZCiRlqKCiIAuUwCmVwCB08HyO1lgAikQYLbzl4Ivn0PWtWLR2NyRzkeVK+E8dfkmT8LIjp7iWhWSosktYCDSQ448Sw9c59MivED22H+mn3QaA1/rL09qD0UchlqVwlAvw4NEJeYgm+XbMWm/ecgCAJ6tauHT9/sCa9SLhb4lyOiooYhiIhyLUOlRrkuHyAiJvujryN9XVDeNbNfzuXTD7Fl3XmoNJkfLQKAiu52qFLaIds5glTAVR9fXM1QYHuaM2K1UrxT0x4D7RLhmJGOFGdHLEtwwrLL5l9vrL6/I95r7Q8fJxnOPUnA4pMReBCTGaYqBHjj5OrP4eJkb/b7ElHRwhBERLm29dAF9Js0T297B385lrZ3REp8KuZ8tQtaAy0xDX2c4OukyLZtlaMf1sFT71iJABhpzCmwIXVLY37fYEizPH5LTNeg17JbOPs0czj/jx8MwoShnSxTABEVGewTRES59vwR2Mv2PVWh5/ZE/Ln7vsEABACPEtL1to3xTEYFO/0xX5YKQHYyAd91C8gWgADAWSnFN13L6n7+99wtyxRAREUKQxAR5Vqr+pUhlRr+2LgUpcH+O/oTIz6Xptbi5YZnpQDMcXmG0Q6xcBOMD5M3l6aBznB3MDwotmmQM0rZZz7SK+XiaPQaaekqo/uIqHhhCCKiXAvwLY23BrYzuj/c0XiHYnelDNBCF4QUTnJAK8JVq8ZrDnH4zS0E3hLLBgy1iSYmrVbEf92YMKJni5f2afHdb1sR0HESXJqMRbWeH2H5P/9aslQiKgQMQUSUJz9+MBhTX+tmcN8DVy/E2Om3osgkAsq7/jdZoQjIHWSwL5W947G3VIPRDnG5qsFeBtQoJYWXveFh9caceJSEMAMzUwPAwXsJiE/ToH61IJT1KYUj524hIiYBYVHxGP7xYkyf/w/CojKH4d99EoGxX/6OMm0nwKXJWLR7bQb2nriap1qIyPrYMZqI8mzCd6uwaP0Bg/t8pSr0enYTCIuEVgS87OWo7G4HV+WLx1BKVyXs3JSQvPRoLV4rwSsxppe/mFzHDmOq28FFIUCjFbHniQqTj6YgLiN3H2WdKrli1ZAKsJO/uHdYYga6/3YLd6LScnUNQyQSAX/PmYBuLWvn+xpEVLgYgvJJTEuCGB8JSCQQ3HwgyDklP9mO4C6TERIeq7f9reoKfFDHDqrweNz6+yJEUYTw8kyJAJRuSiidFZDKsy93EaOVoFeWEDSisgJDKyvhYSfB+Ug1niRqMK6m/tD1o89UGLAr90PpA90VGNHAE2VdFbgSlopV5yIRm1rwPkl1qwbi1J/TC3wdIiocXDYjD24/CsPmA+fR2ldEXc/M+U8AAE+uQxJQAxKPsqZOJyoRrt59ajAAtfKV4dP6mQFF4esKpYsd0hP0W1YkcgkEQYAoinoh6WD6i0dp3zZxwKiqL75cdHdU6HWsfq6Frxw1SklxNSZ3QeZRbAa+2huSq2Pz4sKNR0hNy4C9nSLng4nI6tgnKJemz/8bNft8ivMnTqJe1gAEAKIW2kdXIKYZHxlDVFJcu2s4PAyr9OIPvyAICO5cDRJF9pYeQSpA7iCHVCGBAAHIkmkequX4PcUdABDgJMHwyvpBwlCr0nPlXK3/cebiZA+lgt8tiYoL/teaC4fO3MB3v20DAIxoHmTkKBHamKeQlqlscG90XBKWbDyEo+dvo5SrE0b1aoF2jatZpmAiCyrnrz+5IQB4vtRJ2dHbBbVGN8OdLReRHpcKQSJAqpRCqpBCKssMLI8ypLgNe1xU2WFPuhPS//te1tRHpjeXT07uxVt/XbARPZpDIrF+GCOi3GEIyoWVW4/r3pdylBs9bu3WI1h1YSuC/TwRUKY0+rWtjfJuUsQkJKPjpKW49jDixbE7T2L6+N749M2eFq2dyNwa1iiHRjXL4fSV7IumnovUoJFX9o8UqVwKF383JGdvENK5rVHiq1Qvve0Jqrx1VTz6TIVruXwUZm5SAejsL0OHsnI0co+GKvQB5GWCrVILEeUNv7LkQnxSiu79sTvRRo/bdu4x9p+6jt/+Poyn1y7BO+IStI8uwy32Hg5OaY4RLbJ/MH69eAsePzN+PaKi6s+Z49G4Zvls25bdTEdMmn5rTJq78bmD/lU5Gdx+4KkK0QauBQBnI9RI+G8kmEYrYsejDLx5wDqPohUSYFVbeyxuZY8BwTIExd9F7J9zkHRkq+6Y0IhYPIuMs0p9RGQaQ1AutG1YVfd+3t47CDfQ2fPcgxhsPp/ZV6JhuVKYPbQeHLIMCXayk2P+qPqoVdZNt02j0eLTuRssVziRmd1/GoEBk+ejSs+PcObafZR2exFiQpNF9N2djF2PVVBpRaRmaBASlQo/LweISjlSU1TZOjYfVTniiNrwzMzpGmDswWRd2HnuRJgKg3Ynou66OHTanID66+PxxoHkXA+PN7fhFeVo6avfoJ5yah8uHD2BZsO+QlDnyQjs9D5ajfwGF248skKVRGQMh8jn4Nq9EAz+cAFuPnim21bOyxEfv1IVnWv6IF2lwfrTTzFz+w0kpGaugbRwdAOMbFnO4PUW7ruDyX9eyLbtt/+9pjdDLVFRExOfhPoDpiMkQn9kmCE728rgnZKIy3tvISkmszVVoZRC9CuN487eKOvnDHuZgH8jRex9Bhhq93GSAz2DFPB0kOBchBpHn71YZyzIWYL6XjJEpWpx5JnaYuuNmbKpkwMaeBp+1rfktgb/O5OSbZu7iyMubvgKvp5uhVAdEeWEfYJMeBIWjUaDvoBKndnXQCGToHZZVySkqTFm2Vmj5/m46s9j8py3q53etukL/mEIoiLv981Hcx2AmnsKCJKpcPify1BnvOirk5GugfAwEu+9WgZu3pnhYXAQcCxSxOuntMh4KQklqYA/72Sf4VkqAD82d8CrFRSQ/Dda7FGiBq/vT8b12MLtFyQz0ZYuavRriU1Ixm9/H8ZnY3tZsCoiyi0+DjNhyJRFugD0Wqtg3PmhGw5/2g4XvuqEo9PaoYqvs945VXydkZSaDlE00p/hQYzetpDwWAz/eBG0WuuPbiEy5ty1hzkeE+gk4JWyUrTxluDptbBsAeg5USvi0aXQbNuaewoYFpS70WBv17TDwIpKXQACgEBnKX7v4Ahp3gaUFdi+p2qj+/Ya2Xf1zlNLlUNEecQQZERaugpnrz8AAHSp6YNfRtSDp/OLidvqBblj2/stYf/fPCgOCinWvdUY5/7XHn3rlwE0aojq7H0gnkQn448jDwzeb92u01iz85QFfyOigvHzcjO6Ty4B5jSW41BXJeY3VWBMFRmS41KNHp8cmwJRkz30dy+TuwQzvLLh2dn9naRo52989KYlLLuVgZtx+kFv00MVTkQYbpUKNjLFABEVPoYgI5JS0qD570P6rQ4VDB5Txt0efRv4AQBmDqiJV+r4vnSECK1Gldlv6NRjdJxxELHJhhdvBMBVqanI0qoy8GZNJ3xZV44xFaUo9dI8hhOrydAnUKZrnREkEjiVdjB6PQdnJRJDYpASmaD7oiDP5aeRl4PxsJTXBVULKkEF9NmTgm8vpONEuBoHQtR473gq3j1meA0yO6Ucb/RtXag1EpFx7BNkhIe7MyoEeOPu43BU8DI8jBcAKng5wUEhxeAmhpfMkABoMn03boXlvK6RsZl4iaxJHReN6JU/wSE+GiPKSQBIMKGKBL9fS0VCuhaXkiQYXC57XzdRK6KUhx1kcgnUquwtPoIAqMMTcfdp5orsjl5OCGxbAQfCc7f+3sVIDRp6G/7ouhhlvj5BtT2k+KCeA5r7yhGfLuKvu+mYfSEFaS/dIlEFLLiegQXXTV+vrE8pzP90BCoEeJutRiIqGLYEmfC/t/ugTZADEB0CdfgTaJPi9NYuuhGaiFJOCt1jMUPKuBvvKJ1VTEISUlLTC1QzkbnF714HTfyL+aw0GSpIY+Pwum8aJgVl4PcaaXBIjIeYZXhWwsMIqGKSULmWFxydXzQbKe1lcJNJIMkSjJIjknBj63WsvJe7APPTpVRoDAwF2/04w2wTJtYoLcU/3V3RoawC9jIBPo4SvFvbHr931O8HmBsKhQxrvh+PLi1qmaU+IjIPhiATWkofY9MgP5SRpUGbGAt12GOonz3UdXp+GJmMTedD8CwuDaGxhvs/pKs0uPrfN15jGgW7Y2iTsqgf6Ia/9pw2++9BlF/a9FSk372q+1kURaTHJQIvfRnQZqiQkZg5YaEmQ43UyAQAgIOTAtXq+aBW4zKo2dAXPi4KKKX6HztiSgaqJ+oPGjDkUIgao/Yn4WJkZsfj2HQtFlxJw7hD5pswcUJte9jL9B+ttfZToKlP3hvQMzLUeH36MnOURkRmxMdhBly69RhRNy6gafodvX1iSiK0CbE4HKLBOyvOI0OdGYh+3HUbswfXzmwpUqsgqlUAgCO3YxGbrDJ4H09nBdaOa4Qm5Uvptt2LDYeoSocgz92jASJLEtXqbIFHk54BYxPyqJPToHR1gjpFvzVTaZf5URPz8rOkLMqoDfejMWT/UzX2P02ETADUFpgfqJG38Q7WDb3lOBFmfFSYMbcePMP56w/h7eEKBzsF3F0MTxRJRIWHLUFZJKWkYdjkObi3ewOa4qHR4/49fw+vzD6Ch1Evvnn+evAB3l15AUnxCRDTUgC1ClCr0K6cE9a9VgMyA4tBLhheJ1sAAoDy7jJo7l/QO5bIGqSOzpB6Z+nvZmJGQq1WxK14LaQmVlGX2xnf90ymP4dWTiwRgAAgKtX4dBXGlvPIjQEfzEdw58nwbTsBvSf8jKfhuWv9IiLLYEtQFh/8uBbja8rQIMAF2sRYGPt81RiZzyc6PgWOUv2zOlUtjVfremHNuXDdNl83O3SpYbiDpDYuDGJGGgTFiz8KsQnJWLvzJG7cD8Xth2GQSqXo1rIWxr7aFjKZ8f5IRAV12rEyamgeQykVIFEYbyE5HS/Fa8fTYScFZnsoUd9Ov0UowbcUFPHP9LZHSRQ4YVdKb7u1rLmdjq+b6n88JmZoseW+8RGeOXm+VqBWK2LHkUuo/MpV9OvYAGW83FEpwAcDujSCk0PewyAR5Q9bgv6TkpqOBzeuo0FA5mKPgsJ4Z+Yddwz3PehR08PoOS/vK+NmB4mB1iEAEAD8smK7rhP2kXO3ULH7FLw3YzUWrT+IA6dvYO+Jq5j0/Z/wbz8REdGm+xwRFcTW2/HodUCFDQ81uJEkIExU6B2TrgV+eZy5PU0DTIsshfNpL47TiMDuZHuMivPHLy7BiJW8CFM35U74slRlZAhF5+No2fU0rLmd/fFcbLoWb+xPQmIeV7g3RaXWYO3OU5j9xy6M++p3VOv1Ma7d4yhRosLClqD/xCWmIMgty7dchRJQ2AEZ2T8Iz4Sk4o+LmaGjrLMUTnIBt2PVEAQB1bxz/4y/oo/xUSbpai2mLd4FLwcBvSrawffhI/w+IBi/HAnFgTtx2Y6NSUhG7/fm4viqz3J9b6K8KOXmhJsJIj44l9kPRoAcg32A/j5qeMhFXEqUYPFTBa4kvWiRjNFKMT7cCxXkGfCVaXBXJcczdebHzSEHTxyxL42y6lSkClKE5+MxmKWJAN4/kowFl1PRzFeOhAwRux9lINXCq3KERcVjzPRl/O+ZqJAwBP3Hx8MVidoXIUgQBEhcSkFMT4WYnorkdDWm7w3F6ssJ8HWU4Oe2rmjsm/lNNzRJg3CpM2r6GZ9PaMuVqGw/1w4sBUhlgEa/g2V8uhb965RGL49YIBbwd1XA31WBdhXdMHb9Hay7EJnt+HPXDc9CnVdHzt3CjfuhKF/WC+0aV4OQZVmCq3ef4suFm7H3xFU42isxuGsTfDauF1yccjf8n4qv4T2aY87K3dD+1x9IhIA/wxT4M0y/Rehld1UK3DUwLkAjSPBQXvQ7Bt+N1+JufOFOW3H22gP8ueMEhnRrWqj3JbJFDEH/kUgk6NC5LS6FXEVtv8xWGkEQINg5AHYOmPbXLSw/Hw87KbChRyn4O7/41lvGSYoySIEmJRlSB/0P9t3Xo/HXhYhs28Li0iBIZZn9jjQaZH73FACpFNefxeHzzoEGahQwvUsg/roYma1/qigCGo0WUgNDj41JTk3H3/vOIiwqHhUDvfHD8h04c/VFmKpewQ9b5k1CWZ9SuPMoHG1Hf4f4pFTduT+v3oMTl+/i8PJP8nRfKl5OXLyLH37fATdnB8TEm28IOpn2xudLEeBTGi3qVbJ2KUQlmiC+PPufjduw/V+UDr+KZkGZrTpxqWrMOfAYsw48BgAMqGSHX9q7GTxX4uAIZZnsM0erNSI8PvpXb3I3Lxclrs/sDgdlZg4VRVHX8vLpmrP4X4eXl+B4odHs87gZ/mJeIlcne0QemZ/r3/HkpbvoM3EuouNMz2Lt4mSPD0d1w+Xbj/HXnjMGj/nl0xF4s3+bXN+bio8/d5zA6GlLXp4SiApJ+8bVsHPRB9Yug6hEY0vQS/p3bwWgFX75fRNW/X0QN8OTkZLxYjRYRXfj/2SiSn/USERShsHZbSMS0jF4/nEsHdMYHs5KCIKADLUGs3fewpbzoSZDUFJ69o4Jr+dhLSKVSo1BHy7IMQABQEJSKj77ZaPJY979dgW0Wi3GDWiX6xqo6FOp1Jg0808GICs6cemutUsgKvEYgozwLVMG558k6m2/a2DF6OcEuX4fiRWn9IcDP7f3ahgqTt6KjjV84Ggnw6HrEQhPyOyIffpRAhoFuuidc+RePJ7GZQ9bi9YfwKudGqJKuTK4dOsx3JwdUK28n8F77jt5HaGRcUZryitRBCbOXI2OTWugfFkvs12XrOvc9YeITeDjL2uSSCRYtP4AhnRryr53RBbCzhxGtGxQJVvH4Oc2301FaJJ+ENKKIhIV2Ud8bb4cie/3PTJ5n3S1FtsuhmLdyce6AAQA49bfxdO47B0yH8Wk4Z0N+t8OU9Iy8NrnSxHU6X20Gf0d6vT/DE2GfIlbD/UDWIwF/rBptSLW7jxp9uuS9UTloqWQLCspJQ0TvluFmn0+wc0Hxr9MEVH+sU+QCSM+WWzwj3sFNynmtnVFA5/Mlp+wZA2+OZWEf+6moWt1D3g6yXHqYQKuhBbsD4mdTII+tUqjvIc9bkekYtOVKGRocv8/l6uTPZ7s+wl2yhctVI+fRaPSK1N0I33M5f2RXTBj4gCzXpOs42FoFJoP+wqRsdlbQhWCiFaOaXCXanExVYE7GcYnTrQ0ASJEGJ5nqyRq3aAK9i6ZYu0yiEochiATklPTMe7L37Fhz2mD/XqCXKRwUgi4Ea1GHrJJoerdrh7Wz3on27aJM1Zjwbr9Zr3PzoWT0b5JdbNek6zj3W9X4te/DmbbVssuAz/4xqKU7EX/uH2JdpgW5gZNIYaRGkIKRksjUVNIRSok2KN1xTKNB1JR8mdNf7z3J/h4uFq7DKIShY/DTHC0V2Lld2NxZ8cPCPDRn9L/YYIGV6OKbgACgG2HLyElNftjtZ+mDsHcj4ehZkV/KOUF7xbWol4ltGtcrcDXoaLh4Jkb2X5WCKJeAAKADs5pGFWq8B6bVRZS8b3sCWpLUiERAEdBiz7SWHwrewoYXeSm5EjLMLwQMxHlH0NQLvh7l8Kf34+HVFL8/rnUGg0u33mq+/ny7SeYNm8jbj8MwzcT+qNa+TIFur6jvRK7Fn1gsP8UFU+uL3XCbeWYpheAnuvlkmpwuyUMkkZDIeiHnZqSVNQTUgqtDmuoWq4MgsoYX5aHiPKHo8NyYdW245g2d4PRhVOLunU7T6Jh9WD88PsOfP7L37rtv6zZZ3T9styaPr43FGZoTaKiIeX2NUyvqMG+6GTsiVPgeqoc7lLj/793l1p4HYksqgppRvdVEVJxXiz6M1Dnh0Iuww+TB1m7DKISiX2CcrD72BX0fHcOzPXPZG+nQGpa/lehzi/v0i4Ij04w+3W7NK+JLb9MMvt1qXCJoohnS39G/LED2baviLDDligl/gyMMnjeyWQF3g0tXRglYoHsASpJDC9h8aPaB7u0boVSR2HxcHNClxa1MGFYJ9SpHGDtcohKJH6Fz8GclbvNFoAUcilUKv21wgqDJQIQAOw5cRUqlRpytgYVa4lnj+kFIAAY4ZWGfxMU2Jdohw7O2VtiVCLwW4zxhYDNbYfWDZUk4XrbE0UJDmsLr47CULOiP/YsnoLSbsbXIySigit+nVwKWX7m55DJDP+zKmRyqDVF75FaQdb+kkgk7A9UAiSc/Nfovi5u6fgszA2/RjvhmUqKNG1mC9BbT0vjUlrOi6iayzatGzZp3LINRIgRpfhc7V+iRod1aVETg7s1wYJ1+3HiImeNJrIkfn3PQYUAb4RExObpnK/f6Y8nYdFYvPEQVKrMPhN2SjmSUo33abAmTQGCWc82dSGTlZw/QLZKm2F8pXR7CaCGgN9inAu15UefgF80PlivKY3akhQkiRKcEZ2gLkHzBUklEuw+dgW7jl4BAHy1aDP6dmiAVd+N5X9nRBbAlqAcvDukY56Orxzsizf6tUbdqoG6AAQAaeklb3irv7c7vpv4qrXLIDNwqlnf6L6jidabFNGQCMixV+uKE6JziQpAAKDRavXWa/t731ksWq//qJKICo4hKAc929bFL58Mh0cuns0P6NwIe3/9EH/vO4N3v1uVp/s4OSjzW2K+uDk75Ou8gV0a49VOjTBz0gCcW/8lgv08zVwZFbYFa/ejzdx/cTNVv6XhXJIMe+IK9/+bpG/19hPWLoGoROLosFxKz1Bh+7+XMOjDBUaPkUoEBPt54u6TiEKsLH+8SrkgIiZvnaV9PFzxeO9PFqqIrGHm0u347JeNAABHiRaDPdPQ1jUDWhHYG6fAuih7pIslq7WlOKoQ4I3rm7+zdhlEJQ77BOWSUiFH3w4N0LhmeZy6ck9vv50UUGvFYhGAACApOQ2lXB0RE5/7BVVfnnmairfUtAzMXrFT93OyVoLfwh3wW3j+Wgkp76SCiEZuIhykwOk4AYlqw4GzXaOqhVwZkW3g47A8mvn+ADjav3g80NhHji093fDodS/cHe2JuW2cUdqu6H9zTknPQEx8MiR5GNmVdSFWKv7uPA5HbELJnmm5KGvsrsXBZmr8Xk+DBbU1+LeFGq8H6E8+6eJoh8mjulqhQqKSjyEoD35asQsdx3yP5P9aRGqUlmFdNzc0/m81eXuZgIGV7LGhuzukRT8HAQC0oojalcuiV9u6OR47sEujQqiICoMoingUangCRLI8d7mIhbU08LZ7sc1BCkypqEVbjxejNT3cnHBi9efse0dkIQxBuXT0/G1M/Wk9VOoX39Teqe0Ae5l+2qlWWoauQYY7k46q5YSjw33w6G1/bBvghY7BdgaPK0w3HzzD4umvmewsXbOiP6aN7VWIVZGl3H4Uhrqvfo5+k+ZZuxSb1ctHC0cjnRGGlRXh4eaEdwZ3wI0tM1Ax0KdwiyOyIQxBuXDu2gMM/+RXve21PIx3qarjqb9vWnNXzGpfClU9FHBSSNDUzw5/9vJEr0rW7YORnqEGBGDa2J5Gjylf1gvuLiVzbSZbIooi+k6ci+v3Qqxdik3zNfHdp221Mjj553R8MKorXPM5ipOIcochKAfnrj1AuzdmIiRcf8LEsJTMZmtRFPWW1niWnH0CQnc7CcbXc9G7hkQQ8ElTVzNWnHfVy/vB3cURE4Z2gp+Xu8FjNh04j1OX9TuEU/Fy6MxN3H4YZpV7O8kFjK1pj5WdXTG/rQta+RWt+YcK0/VE48/Ld9+JRYVuHyKo82S0HvUtLt16XIiVEdkWhqAcfLNkq9EFT9fdSoUmPQPqlLTMV2o6tBoNEjO02Hg3++zQdb0VsDPw6AwAKpSSw8vBev9TPP+2+SQsxuTs2PtOXiuskshC8jr7eV55qdPQP/4xxsTcRcfEZ7DXZq6VV0opYGdvd3zZ1BmdApXoX9EOf3V3xycNbbN1cUe4gAcGBmamaYA511+Mwjxx6S66jvsRkXmczoKIcochKAfHLtwxum9IsBTaLH2ERK0W6rQM/O94AuLSs7cMxaYZX5oiTS0iKcN60zWdvnofarUGR87fMnlcYU/oSOYX6FvKYteunxqDb8Mu4ZXEUDRPicLQ+Ef4OvwyPNRpeLeOIyq56z8ifreOA8q72t5yECpRwIjzMmwPF5Dx30fD+TgBr12U4lZS9i9LUXFJWL7piBWqJCr5GIJyYGwV5za+UtT31P/wFgC08tb/Z70QnoHrUYZblDbfTkGK2nohSKvVQhTFHGeRHtilcSFVRJbwxYJ/0OnNHyxybbmoxejY+5Ah+/+PS2syMCjuEboFGw7QEkFANyODCEq6iAwB71+Vof5hGeodkmHwORnOxRn+SL5+P7SQqyOyDQxBORjZs4XB7XVKG//2Wscjc59Umn2F9de3R+FxvDrbsWdC0/HxoRgzVJp/XVrUglwuQ8PqwSaPC4tmk3xxNX/NPny7ZCs0WsuE7Wpp8XDSqg3uq5sWC43K8D4AyP/yvSVDhlZAssb0nBocIk9kGZwxOgfvj+iMHUcu4cSlu9m2h6ca/2PyfJ+9Uo4G1YNx6MxNAMDtGDUa/h6KTsH2KOsiw9XIDBx7at1ZmJ0d7DBldDfcfPAMUonpTBwTl1RIVZE5hUbEYvr8vy16DymM//cgANj1KB1vl9Zv8dGKInY84EzkpjjYKfBan1bWLoOoRGIIyoFcLsOBpR+hWq+P8SAkUrd96yMVPq2rhJtS/xvc6juZK8Ynp6bDw9052z61FthxL9WyRedBukqNDm/MhFqjhbuLg9GlNJwclGiQQ0sRFT2Pn0WjxfCvkJCclvPBBXBd6YI0QQI7Ub9d57rSFb9dSUe7IDWqlsr+kTPrfAoeJOjPkkyZgv08sOjz0SjrY7m+XES2jI/DckEqleDw75+gjKebbluSGnjtcKpumDwAqLQifr2RgTX3MkOQKAI929TN9kisqMlQqaHWZP4OsQkpiIlPhqFqp7zWHS5O9oVbHBVIREwCBk9ZYLHHmFmXXEmTyLDONUDv0VayIMV6t0A4uLqi26YYTDmSiK330/DnzVT03hqLH8/lfu06WyKVSrB65jjc2DIDbbluGJHFcBX5PHgYGoUmQ/6XraVEJgCtfKVwUQg4Ga5B2EuPyQZ0boSmtSvgk7l/ITVNVdgl54unuzOqV/DD1TtPEeTnibcHd8DQ7k2tXRblwaVbj9FxzPeISyzctcEqpSegTXIE3DUZeCh3hEOPLggT5dh59HKh1lGcVAjwxpOw6MxJSwE4O9rhl09HYHDXJlaujKjkYwjKo5j4JLQY8Q3uPg7P9TndWtbCkfO3kWjhRxLmFH10Ppwd2fJTHEXEJKBitw+Rmm750K2Uy5BuotPz5+N64ctFmy1eR1EnCJktw4Ys/GwkerWthz0nrkIuk6JL85r8b4+okPBxWB65uzjC0T5vq6nvOHK5WAUgQQC0FhpFRJbXcsQ3hRKAAODN/q1N7v9m8dZCqaOoE8XM9fde1qV5TYzo0Rwe7s4Y0q0pXu3UiAGIqBCxY3QuxSemIDElDXcehePSrSfWLseiRBH4e99ZjOaIlGLn37O3snXgt7R5a/ab3K/R2voA+BfWz3oHT8KisWHPGaSr1OjeqjZ6tK4LqZTfRYmshSEoBxExCZjw3SpsOXQBarUGnqWccz6pBIiISbR2CZRHa3eexGe/WHYoPOVPq/qVUb6sF8qX9UKbhuzoTFRUMASZoNVq0f2t2dkWMIzMRzjwdHdGZGzxChVNa1ewdgmUB3NW7saU2eusXQYZUK28H5Z99Ya1yyAiAxiCTNhz/GqeVnAe+2pbyGVSLN90BMmp6ZDJpOjXoQGa16mICTNWWbBS82rfuBpaNahs7TIol5JT0vDZLxutXQa9ZM7UoagQ4I0OTapBksNEpERkHQxBJly589ToPqlEgFYUIYqAh5sTpr7+Ct4b1gkA8MVbfXDvaQT8vNzh7uyA9XvOwM/L3eIreOeHVykXVA7ywakr9+Hu4oBhPZrjszd7WrssyoNPfv5LN7yaioYqwb54a1B7a5dBRDlgCDIhsIyH0X3P12BSyGX49M2eeHtwB90+Fyd71K0SiAyVGr0m/Ix9J6/l+d7NfGR4tYICbkoBx56psfZOOpLMPOBHKZfh8t9fo5Sr4UViqXhYvumotUugl0wa3tnaJRBRLjAEmdCrbV34e7vjabjxFpwMlRrv/7AGTWtXQL1qQdn2rdx6LF8BaHIdO0yu+2KYbOcABUZUVqL3jkTEpJtv6Pq6WW8zABVzZ67eR1pG0ZqEs5QCmFwZ6O4LKCTA4Uhg9i3gTh6WnhOQOVWDg50SKWkZ0BaR6cya16mIto2r4o/NRxEVl4SG1YOh1mhw8vI9aLUiSrs5YcrobhxZSVRMMASZoFTIsXX++xj+8a+4auLRmCiKWL7piF4I2rT/XK7vJREyH68FOkswqY6d3v4KblK8W8sO/ztjnnXH7JXyHFeNp6Lv/PVHeT5HAEwsd1owCgmwuglQyfnFkhqdfIBGpUT0PAqE5PL/viKAioE+2P/bVGw7fBHjv/rDMgXnga+HKxZ+PgpVgn3x+bje2faFRcUjMjYRFQO8YaeUW6dAIsoz9tbLQfXyfji//kuc+nO6yQVEI2L012fKyx+a5990uwTIs63JlFW3QPN9uKamq/D7Zj5GKe78vN3zfI6IzCAkLUBn3XL+nga3d/fNHoCec1MIWNa3EprWLo+aFf1ROcgnx3vcfhiGt75egdqVA/D9+wPyXWtB2SlkmPvxMFz551tUCfY1eIyPhytqVvRnACIqZhiCcqlu1UD0aFPH6H5DQ8p7tqlrwYoK7pc1e5GUUnxmsiZ9XZrXhKuzQ57PEwHUrlwWX7zdBwq5NE/nujrZoUH1YIML7dYzkcmqOGRgy7xJkMmkuPUwLFf32nroApoN+wozl27PU415IQDwzbI4clYyqQQn/pyOcQPacQFhohKIISgPxvRrAz8v/U95r1IuGN6jOQDgUWgU1u8+jX/P3sKIns3RukGVPN1j12OV0f4POx6Zt+/Hs8h4fDznL7NekwqXTCbF6hlj83Xu+RuP8MX8f5Ch0uTpvPikNKzffdpgS2dkuvHzboUn4Yffd+LCjbw/wouOt9xq8/Z2CmyZ+x7sFPq9A6a/1RvVy/tZ7N5EZF1cQDWPHoZGYersddh84Hy2sFIhwAt1qgTi731ndetuVQz0xuoZ47H72BVMn78RuV2Oa1JtO3xYL/u3zjtxGvQxc8doAHC0VyL88Dwo5OweVpyt2nYcY6Yv1Y1atBZ/e2BvG0Ah0W8neueSFLdRCveeRljs/p7uzvD2cDXZh8+Qdo2r4cCp63rbnR3t8GjPbDg56PfTI6LijyEoH3q/9zN2/HspV8cG+3ng+uYZOH3lPnpNmIO4xJRcndfEW4YBFRRwVQo4/t8Q+WQLTQUTdmguR4mVAFGxiRj75XLsP3kdKWkZVqujmy/wXS3ASZYZhFRaEQvuAnPvZPZhCjEx2tJapBKJ0XXO1v34Nvq0r29w3+1HYdh++CIUchl6t69vsKWYiIouhqA8CouKR1Dn9/O0yvqWeRPRpUUtPA2PQaXuU6DWFJ1FJSsF+eDqP99auwwyo/QMFRoN+gI3HjyzWg2OUqCdd+ZosSORQER65vxZQ7o1waL1B61WlzESiWD0v+m1P7yFvh0a6G2fOnsd5qzag+cfoTKZFD+8PzDbnGFEVLSxT1AexSYk5ykAAUBoRBwA4OaDZ0UqAAHANM4OXeIoFXKjHX0LS7IG2BoKbHyaGYCAzGVlPn2zJwJ8Slu1NkPs7RQGtzs5KNGhSXW97ZsPnsdPK3cj63dItVqD939Yk6eldojIuhiC8qhCWS/4erjm6Zx61YMAAKnp1ntEYci4Ae0wqGsTa5dBFjCyd8tCv6cgAP/8PAGTR3aBs6OdbvSYi6MdPhzdDV++3RfepV3x4eiuhV5bTpJT0vWmphAEAT9OHmxwVNiKLccMXkcURazedtwiNRKR+TEE5ZFcLsNn43oZ3GdoyHC3VrVRp3IAUtMy8NMfu/J0L5nUcv/zSAQBX73T12LXJ+sa3LUJ3hncAYKROacs4b2hnVDKxQmrt59AYnJa5nxEAlC9gh/Uag1WbDmKB08jEBWbh6mjC9HzgQ71qgbi9b6tcHzlNLzW1/DMz3EJxkerxZjYR0RFC/sE5dOGvWcwZ+Vu3LgfigoB3nh3SEc42ivx9a+bceXOU7g62WNkrxb48u2+cLBX4rvftmL6/H/ydI+cluwoCIVchqTTiy1ybSo67j4Ox+5jV/DVr5sRY2SYuSAA5vgUkEklsLdTIDG5eM891aRWefz7x6cmj/liwT/4dslWg/t++9/rGNGzuSVKIyIz47joPNJotJBKJejfsSH6d2yot79P+/pITk2HnUIOaZaWnFXbTuT5XtFxlvvGbGzmWypZKgR4IzouyWgAAswTgABArdEW+wAEZPbdy8lbg9pjxZajel9SalcOwIDOjSxVGhGZGR+H5dK6XadQb8DnsG/wBoI6vY8ZS7dBa2RIraO9UheANBot5q7egzuPcjdDblap6ZZbGHPC0E4WuzYVLZsOnrd2CUWOZylno/sqBnrneL5XKRcc/v1TvNGvNXw9XBHgUxrvj+iCvUumcOkMomKELUG5sHLrMbz++VLdz6GRcfj8l7/xLDIOP380DEDmat57jl+Fo70Sr3ZuBD8vd6zdeRIf/bQeoZFxVqrcsCHdm7K53oYYW4vOliUmpUImlRgcrZnbLwhlfUphwbSRwLSR5i6PiAoJ+wTlQBRFVO35Ee4/jdTbJ5NJcXvrDHw6byPW7DiZbfuEIR0xZ9XuPA+nLwxNa1fA4d8/sXYZVEjOX3+IJkO/zNe59kq5RVskjbGDBi2QCGdocAUOuAvLr9vl7uKAT9/syVZSIhvCEJSDiJgE+LefaHT/+IHtsHDdgcIryAw83Z0RcuBna5dBhejDH9fi59V7rF1GrtRFEqbhCZzwopXmCFzwHfyhMTgG0zwWTBuBN/q1sdj1iajoYZ+gHLg42sPByERqAHD0/O1CrMY8KgexU7St+eGDQdi16AOM6tUCr3ZqhNkfDkalIJ9CrUEqkcA+h/4y9tDoBSAAaIkEvIooS5aHnUevWPT6RFT0sE9QDuyUcgx7pRkWbzikt69OlQDce2K5xSAtZeLwztYugaygXeNqaNe4mu7n1/q0wpqdJ3HozA1s3Hu2EGYzF3N8tNYciXoB6LlOiMNaeFqiMACZIY2IbAv/qzciNiEZH/20HpW6T8H2I5cQ4Jt9qv+q5crgzf5tisWQ4Of9Yn09XLHos1Ho2baudQuiIsHBXonX+7bGyu/GYe0Pb0OpsOx3otyscO8M46sEu5jYZw79OuqvD0ZEJRtbggxISU1Hhzdm4sqdp9m2OznY4a1B7dC+cXW0aVgFY/+33EoV5s3qmeNRJdgXVYJ8IZNJrV0OFUE929bFza0zsWrrcfz29yE8Co22Sh3X4Gh031UT+wqqV7t6Buf9IqKSjSHIgD93nNALQACQlJKG75ftgJ1CgbaNqmabDLEoa1a7Asp4uVu7DCri/LzcMfX17hjeoxmCOk+2Sg23YY+jcEYLJGbbng4Bq834KOyTMT3w+Flm0OvVrh56tK4DCR+HEdkchiADDp+9ZXL/l4s2ITw6HvWqBmKpySOtr1KgT7YAdON+KG4/CkOlQB9ULVfGipVRUVXGyx2vtK6DbYcv5up4Vyd77Fk8BYfO3MRfe07h/PVHunW4gv09kZiUiqg8zH7+HfzxKqLRCbFwgQZX4Ig/4Yk7ZhomX8bTDV+81ccs1yKi4o0hyAA3Z4ccj/n1r4MAgPJlvfQ6R1cM8EawnwcOnL5RCJ1NTXt3SAcAQFxiCkZ8/Ct2HXsxAqZL85pY8d3YXP2+ZFuGvdIsVyHI1ckef8+ZgLpVA1G3aiAmjeiMtHQV7j+NQGJKGtRqDdbuOoVf1x/M9b3VkGANPLHGQp2gh77SzCLXJaLih/MEGXD6yj20GPFNro9/a2B73HkchoMvhR6JIOi+EVtLwslFsFMqMGTqQmzYc0Zvf7+ODbDm+7esUBkVZSqVGnVe/Qx3HoXr7fvf232h1mjg6+GKAZ0bw8UpewvNs8g4vPbZb9h/6jqAzAkXnR3tEBGTqHcta7i1dQaC/b2sXQYRFQEMQUb8+PtOfPLzX7k6tpy/Jx48jURR/IesWq4MFn0+Cu1enwGNgVYpqVSCB7tmwcfD1QrVUVH2JCwGb3/9B3YfvwpRFBHoWxqDujVBtfJ+aFSjHMqXNRwkmg//CmeuPtDb3rd9fVy4+QgPQiw7348pZX1K4e6OHyBwKREiAkOQSZduPUbrUd8iJS3D2qUUSFAZDzwMNf6H59Sa6ahbJbAQK6LiJCImAeeuPcCk7//ULR8jCAKG92iGRZ+Nyjbi8OSlu2g16luD1ynrUwqvtK5j1RnW//x+PEeBEZEOQ1AOjl64jXavzbB2GQVmr1QgNV0/zDk5KPFoz2w4O1p+bSYqnjQaLar2/MhgkO7QpDpqVSqLauX9MKBzI6zbdRJjvigaU0dIJYJubqLSbk6Y9/Fw9O/EAEREL7BjdA5a1K2E6eN7438LNxncL5dJoVJrCreofGhcKxiHzuiPehs7oC0DEJm0+/gVoy2J+05ew76T1wAAXyz4Bz3b1DF6HUd7JZJT0y1Roh47pRy3t83Eg6dR8PVyQ1AZj0K5LxEVL5wYIxd6tKmLlvUrQSLR70dQHAIQAFQr54cv3+mL0q5O2bb/sekoFq0vXgvAUuF6FhmXq+OehsdgycbDRvcbaom0lFc7NYKPhxua1qnAAERERrElKAefz/8bM37bZu0yCizAtzTeHdIRv286guj4F3O2RMUlYcJ3q+Bd2hV92te3YoVUVDWoHpzrY019KdDmYtkMc3Bztse+E1cwftgEDKpgh2AfN7hXqwPHRm0gseN0EET0AvsEGfEgJBK/rj+A2St2W7sUs3i4exZOXr6HQR8uMLi/ed2KOLjs40KuiooLnzbvIiY+2dpl6Hi6O2PKa91Qt2oQth26gKt3QwAAB05fh1Yr4ucGUvT0z97QLfPwgedrUyCxt9zyG0RUvPBxmAFTZ69D1Z4flZgABGROlmhozpfnbj8MK8RqqLiZ9eFga5eQTWRsIj6ctQ4dx8zEqSv38cmYHrhxLxRarYgmHoJeAAIAdVQYkk7ut0K1RFRUMQS9ZN2uU/hp5e4CN93Li9hCpX/tOYPKwT5G91cO8i3Eaqi4Gdq9Gb5+t5/FV5rPK1EETly6i45jZiIkMhYA0M7b+BxAaXeuGN1HRLaHIeglv286kudzDM27VtQ6TKdnqPBKqzqoGOhtcP+kEZ0LuSIqbqa81h0ThnaydhkGabJ8ackwtVKNtGh9OSEi62IIesmzqLg8n1McelV1a1kbMpkUOxZMRrtGVXXbfTxcseizUejRpq4Vq6PiojiMtNoeYjwFOVRvUIiVEFFRx47RL6nQ7UM8fhZt7TLMakDnRlg1Y1y2bU/CYhCXmIIqQT6Qy4vWIw4quuISU1C+6wdITE6zdikmTawiwXtVsrf6KMtVRenBb0OQya1UFREVNQxBWdx9HI5qvUrGCClHeyWa1q6AQV0bY9grzSCRsNGPzOPg6RsYOnUhouIyp1qQSAS82a8N1u0+jdiEojOCrJabgJ7+AhxkAqJdyuDbn6ZD4H8HRJQFmwD+o9Vq8cPyHdYuw2y+m/gqxg1oZ+0yqARq26gq7u+ahV3HLiM+MQWtG1ZFUBkPJKSk4c/tJ6xdns7lOBGX4zK/4836oDkDEBHpYQj6z0c/rcfyfHSKLkwyqQRlfUohJCIOpV0dUb2CP/y83bFiyzFkbdDr3a4+3ujb2oqVUklnp5Sjd7sXk2vO/mNnkQpAL/P1crd2CURUBPFxGICo2EQEd5mM9Ay1tUvJ0bb576NTsxrZtt19HI51u04hOTUdXZrXQqsGla1UHdmiBWv3Y+LM1YV2PwFAsL8npFIJUlMz8DQiNsdzJo/ogrK+pVG1XBm0zTIwgIhsG1uCAFy9+7RYBCAgc5K4l1UI8Manb/a0QjVk61QqNb77bWuh3rNPhwZY+8NbAIAj526h/Rszczxn1opduvf1qwVhy7yJ8CzlYrEaiah44ENyAD4ebtYuIVckEgFNa5e3dhlEOo+eRSM8OqFQ7/n3vrP46Kf1+GbxFqSmZ8DVOW/rgZ27/hBvf7PSQtURUXHCliAAVYJ90aR2eZy8dM/apZg0smcLlPP3snYZRDql3Zwgk0mhNjI5qJODHZJSzD+cfnaWlh2JxPgM0cZsPXwBUbGJ8HB3NmdZRFTMsCUImbMpxyekWLsMPb6ebnCwU6B8WS98+96rWDBtpLVLIsrG3cUR/ToYnoAw2M8T1zd/iwGdG1m0hvwscaPRaBFThIbzE5F1sGM0gNXbT2D0tCXWLiMbQRBwffN3KF+WLT9UtMUmJGPA5Pk4fPambludKgH45+f34PffqKx9x69i5LQlBvu0WUMZTzfc3fEDZEVsjT8iKlw2/zhMq9VixZaj1i5Dz2t9WjIAUbHg7uKIvUum4Oy1B7h+LwTl/L3Qol4lAJn/fX27ZBu++22rxdfTc5OJUEiBiPScH49NG9uTAYiIbLslSBRFDPvoV/y157S1S4FcJoWjvRJlvNzxet9WeHtQe87yTMXetHkb8f2y7Ra9h7+diOmVNWhRWoREAG4mAjPvSnE8Rv+/n0qB3vhsXC8M7NLEojURUfFg0yFo/8lr6Dp+ltXu7+bsAGdHO7RrXA1TX+uOCgGGV3gnKo6SUtIQ0HESklLSLXYPe4mI7U3U8LPPvj1DCww8K8P1xMxWIYkA2NspkJyagWA/D3z0+isY3aeVxeoiouLBph+HbTt80ar3/+KtPnhrUHur1kBkKfeeRFg0AAFAdx9RLwABgEICjC6rwYfXMz/itCKQnJoBAHgQEoWxX/4OiUTAyF4tLVofERVtNv28RSq13q/v5+WOYa80s9r9iSzNz8vd4v1uKjsZb8iuZGIfAMxcuh023BBORLDxENSvQ0Or3LdzsxrYs3gKXJwMfIUlKiE83J3xaifL/jf2NNX4vpA00x2k7z6JQGKy+ecwIqLiw6ZDUNM6FfDO4A6Fes/zf32JrfPfR8VA9v+hku+XT4ajduUAi11/8zMJElSG9618YvrjrZSrIxztlRaoioiKC5sOQQAwe8oQ7Fn8Id7o1xoVAiw7JP294Z1Qo4K/Re9BVJQ4O9rj189HWez6cWoBYy5K8SjLXKdxKuDzmxKciDX98fZ639ZWfSRORNZn06PDXvbTil2Y+tP6fJ8vkQh4o29r9GxbF1KpBKu2HcfJS/fg5+WGcQPbo39H6zx+I7K2Xu/Owc6jly14BxED6/hi0cdD4DtkFtI0xh+FSSQChnZvhkWfjYRcbtNjQ4hsHj8BshjRswWmzduY70ndWtWvjF8+HaH7uX3j6uYqjahYa1SznIVDkIC6bVrCsVIN1K5eHqcu3zdwBPDLpyPQqVkNBJbxsGAtRFRcsC04i9JuThg3oF2+zx/Tv435iiEqIeITU/Dj7zstfp+GNcoBAOQyw9/t7JRyjOrVggGIiHQYgl7y+bhe+Vquwt/bHa92suxCkUTF0akr95Gcatn5ggDgtc9+w9K//8WJS3cN7k9NV+HwuVsWr4OIig+GoJe4Ojvg0PKP8XrfVnC0VyLnVYgAQQDmfjzc4rURFUcujnaFcp9Hz6Ix/qvfodFojR6Tlm5kKBkR2SR2jM6BVqvF+RsPMfqzpbj14BkAQCGXwd3FARkqDepWCcCU17qjXeNqVq6UqGgSRRG+bScgJj45x2MFAGXsgXgVkKTOvm/K692wastxhEbGmbyGXCY12K/P2dEOD3fPgrMj5+ciokzsGJ0DiUSCBtXL4crf3+D0lXuIS0xF45rl4OrsYO3SiIoFQRDgaK/MMQT1DxAwsYoUfg4CMrQidoaImH5Zg/j/Gm9qVwrAz/F7cryfSq0xGIS+mdCfAYiIsmFLEBFZXGDHSXgWFW90f/cyAn5ppP+d7FKsFr0PZ4aZMp5uObYCPSeVSFC1XBmoNRpUK18G4wa0Q5uGVfNVOxGVXOwTREQW16FpDZP7x1YyvMZYbXcJjneWobufkOsABAAarRZX7z7FzQfPkJqmQrM6FfNSLhHZCLO2BD169AgnT55EXFwcPDw80LRpU5QpUybX59+6dQvr1q0DAHz++efmKouIrOzu43C0GvkNouKSDO6/2UMGpdT4MAStKGL0CQ3+jcjfx9Xo3i2x8LORkEj4vY+IXjBLCLpz5w7effdd7N27V29fu3bt8M0336BRo5yHj2/evBl9+vSBIAjQaPI3YSERFU0PQiLxzeItWL3tODTaFx87CglwvLMMpZWmx2Iei9Ri2LH8fy5UCfbF9gWTUdanVL6vQUQlS4G/Fp05cwZNmjTB3r17IYqi3uvAgQNo3rw5pk+fDnY/IrJdwX6e+O1/r8PVKfuggl+bylDaLuePoiouuZmwwribD55hzPSlBboGEZUsBRodlpycjL59+yI2NhYAULduXQwYMADu7u64evUq1q5di6ioKGg0Gnz99de4cuUK1q1bB7lcbpbiiah4a+4loK1PZn8gUSsCJr4nPU0p+JeoA6dv4PGzaAT4li7wtYio+CtQS9CiRYsQEhICQRAwadIknDt3DlOnTsWbb76JuXPn4uHDh5g4cSIEIfMb3ObNm9G7d2+oVJywjMhWvdKmju59C68XH0GCRAJTs5P+fs/wJIiu6SmoGfkE1aNCYK/KeWbqb5dsxZ1H4bmul4hKrgKFoC1btgAAGjRogFmzZuntd3BwwOzZs7Fu3TooFAoAwK5duzBo0CBotcZndSWikuutQe117xNf+j4kSCSAJHsSSlKJ+OG6Bpue6rcENQ29i0G3TqH5s7toGXobw26eQLXoEJP3X/bPv6jZ9xP8vulI/n8JIioRChSCrl+/DkEQMHjwYJPH9e/fH1u2bIFSqQQAbNq0CWPHji3IrYmomHr8LFr3fssTDdTa7OFGEAQIUgkW3NZgyFE1mu5WY8Ft/S9NwfGRqB31JFvjkVQU0TLkNtzTMidmlGo1UGjUeudqtSLe+XYlImMSzPNLEVGxVKAQFB+fOflZ2bJlczy2Y8eOWLduHaTSzOf/y5Ytw/Tp0wtyeyIqhrJ2jH6aAnxyQQ3VS0Fo21MNZl3X4kSUqLd8xnMd0p4Z3C4AqBYdgs5PrmPcjaMYd+MoBtw7B7+k2GzHZajU+Gf/uQL9LkRUvBUoBLm4uAAAIiMjc3V8jx49sGjRIt3Isa+//hpLliwpSAlEVMy0ql8ZgVk6Jq9/qEXLXRn45rIac66r0fdgBt45pYapB+YdvIGyMiPpCEDVuHBUjo+A9L8RqT6piej96DI8UxOzHZeWwf6JRLasQCGoSpUqAICtW7fm+pzXXnsN06ZNA5C5sOJbb72FDRs2FKQMIipGpFIJVs8ch9JuTrptYanAkjsazLmhwfmYnEeBjQgCyga4Gd2v1OoHJKkool7UE93PgiCgS4taeaqdiEqWAoWgLl26QBRF7Nq1CytWrMj1eV9++SWGDh0KANBoNBg6dCjmz59fkFKIqBhpVLM87mz/HnOmDNGNHs0Lf3ugXgN/ODkp9PY5OiqMfrB5ZWkJentQe1QK9MnzvYmo5CjQjNFRUVGoVKmSrm/QsGHDMGzYMFSuXBkBAQEmz9VoNOjbt6+uFUkQBAQHB+P+/fucMZrIRuw/eQ1dx+uPLM3JwvpAJx8B8fGpOHH0Ie7djYJUJkHlKl5wdXfAkb23DZ73xNENZ5q0xYeju2H8wPYGjyEi21HgZTM2b96MAQMGQKVS6b7ROTs7Iy4uLsdzVSoVhg4dig0bNujOFUWRIYjIRnw0Zz1m/7Erz+fVdwdWN9BAKgiQyF8svipIBCSIMiz6YT8UBj5DtpetjnuunnBxsseZtV8g2M+zQPUTUfFW4GUzevXqhd27d6NSpUq6Ds9+fn65Olcul2P9+vX47rvvIJfLuawGkY1xsrfTvRcAdCpnj+87lMaXbUqhlrf+oy4AqCZPx1jJM8RcfYrIK08Qc+sZVCnpkMikeKpVYswpDTYH1ESiTKk7RyVIcNwrGPdcM0NPQlIqJs1cbdHfjYiKPrOtIq/VanHo0CHs27cPdnZ2eV4F/saNG/jqq6+wceNGqNVqtgQR2YA7j8JRo88nkAoiVvfxQafymcPnRVGEKikVF+/H4nZUBvaHA9tCRHhI1FjpEQpHiQitRoQ6XQ1Ro4VaIsFP8MeOhCyhShThlxwHhVaDEAdXpMuyL9djp5Qj4eSvhfr7EhUHDRo0QFhYWK6O9fHxwdmzZy1ckeWYLQSZS3JyMm7evIn69etbuxQiKgTz1+zD1b3b8GNHD2jVGkRcfISwsw+QkZgKqVIGZz83uFfwxKkEKU5fi0YfeSxEjRZiqjrbWmMaAJ+r/HFKdDJ6r6yUChkSTy22zC9FVIz5+/sjNCQEDpCaPC4FGpTx88PTp08LqTLzK9ACqpbg6OjIAERkQ94e3AG3VJegVSfh+qpjiH8YBd1Xs6QMpEanIOZ2BPxrlMGFK7exKjYFAODtokD9AFe4OWS28EgBvCcLwzBVeWizzCNd3V2Cd2oq0dBThsg0EWvuZGDF7QxULVemkH9TouLDEVK8ITU9EfJvmicm9xcHhRKCRFHEiRMncPLkSYSHhyMhIQGenp4oU6YM2rRpo5tviIhsk4erAyKOXEf8oywBKIuExHRsWn8ZKs2LKRTDEzKw/2Y0utf0hN1/naO9BDWqCKm4LmY+VqtdWoqNnR1hL8sMRb6OQK3S9qjmLkHrCaMs/nsRFWcKSQ7TV5SAXisWDUEZGRn48ccfMXv2bMTGxho9rlKlSvjiiy8wcOBAS5ZDREWMVqVG9LETuHzsPpyuGm9Svx+fni0APZeu1uJuZApqlHHWbcv6sf1BHaUuAGU1tJISHmUcC1Q7UUkmAJDmMIdX3mf4KnosFoIiIiLQpk0b3Lp1K8dRX7du3cKQIUPw559/YuPGjZDJitxTOiIys/jLV3H1/Y+QHhEBAUCC2vjXyvh04/viUl4sfREpynBDtIedoEUP1zTUTklC/AMp7D1doXCy1x0nEYCMx3dg78Yh8kTG5NgSVAJYJG1kZGSgS5cuuHnzJoDMNcYGDRqEVq1aISAgAA4ODkhKSsL9+/fx77//YsOGDUhKSsK2bdvw2muv5Wn2aSIqfjRpabj87mSosrQQCxIBotbwFyYHmfHZPBwUmY/CVCIwT+0NF6mIxQExKK9UQxULqACkRsbDqawHnLKsWSYo7Y1ckYgEAHK2BOXPr7/+iosXL0IQBLRp0wZr1qyBl5eX3nGtWrXCqFGj8NVXX2HgwIE4fvw4Vq9ejcGDB6Nr166WKI2IioCog/9mC0BA5qzxgkQARFGvX1B5Twc8SsrQC0mCIMCrbGmckDnit9RSeCQqMdUzEeWV+muHJT2Jgn0pF0iVcogKOyjLVTf770VUUgiCkGNLUH6WvClqCjxZoiFr1qwBAAQHB2Pbtm0GA1BWfn5+2LlzJ/z9/QEAixYtskRZRFREpEdF6W0TBAESqQRSpRQOpe2hdFHC0dsFZZqUR+u322HQ683g4PRiAkRHBzl6v1IZTZr749VG7hhcTgIBwACvDKP3TYtNQooacHtlFAS54ckYiSiTVDD9Kgks0hJ07do1CIKAsWPHwt4+d03Ozs7OGDduHKZNm4YTJ05YoiwiKiJca9YwuF0QBChdlfCo6gl7Lze4BPnqvm3WaRyM6vUDcevcQ2TExMO/jDOk0hff40aV1cCxlBOk6cYHrWx7mIHynQYjMLCyuX8lohJFQM59gkpCDrJICHo+23NQUFCezqtYsSIAIDExMYcjicjajpy7ha9+3Yyj529DqZDDw80JDWuUwxv9WqNd42rZjj137QH+2HIUMfHJaFGvEoa90gzuTRsj9sSp7BcVAGc/FwCAOiUdiQ/DoHR3htItcwJEO0d7lPWyQ3RULEJOPIaoEeHk4wS3cqUglUvR1VMLZZIjUiLiDNa8JMIZl9o3Mvu/BVFJxI7R+VSuXDlcu3YN165dw6uvvprr8x4/fgwACAwMtERZRGQmR8/fRpdxP0L134gudWo6klPT8ehZNDbsPYNv33sVH4zK7Nc378+9mPzDGt2563efxvy1+7H3l8+QMXsOkvfvBzQiFE4KOJd1gdJFCUEqgVQhh6jRIi0qHgDg4FMaEpkMjw/fR/zDGN31UiKTEf8oDoFtykG0FyHIpRCkEogvDamXuzvjxk0VUtMyYG/HR2FEpthKS5BF+gQNHjwYoihiwYIFCA8Pz9U5GRkZWLx4MQRBwIABAyxRFhGZyde/btYFIEOmz/8bETEJCI2IxdSf1uvtv/XgGb5bsQeNf/wWqxp2xe1KgXCv7gU7VztIlQooXRyzdbpMj0sCBAmib4ZmC0C6/QnpiL0XjfP3EnH/8H3c+fcxHpx6htiniZAq5bAr7QyFgwJVyrgxABHlRg79gaQCSkQKskgImjx5Mho0aICoqCi0a9cON27cMHl8QkICXn31Vdy5cwflypXD1KlTLVEWEZnJkfO3Te5XqTWo3utjNBnyJdRGwtLf+zIXXZwx4338Xaohxt5zhX3pzPl8BEn2jyZRrYEqMQmRVx4bvefje3Gw+/cq4h7HQZOuQUZyBiJuxyD0WhRkdgoIAMa92jZvvyiRjXreEmTqVQIykGUeh928eROzZs3C2LFjcePGDdSpUwc9evRA586dUalSJbi4uCA9PR1PnjzB8ePH8eeffyIqKgoSiQS9evXC0qVLjV57woQJligZQObyHiVhyB9RURCflIr4pFSj+xOSUhHU6X3EJ6WibaOqmPDeUODkasMHC4Co1SLbiqkvSU5WwVGrP6t03OM4JEclI8k/EG+N6pHXX4PIZtlCnyCLrCIvkUiyhYmcwkVewsfzTtfmdunSJVy5cgXDhg2zyPWJShK3puOQkmZ8KHp+ONorcXaIP+Qhd/X2yZ0doHBxQFJYPK7+cdLg+bEqEXaifggCAP9Ggag7/xcoA8qZtWaiksjf3x9pz8Lxu7fpdT1Hhd+Ena93sV5F3iKPw4DMYPP89fLPL79y2p/1OEuZPn06pk+fDpVKlfPBRDauY1PDQ9wLIjk1Hd+HuCK5lL9um1YE4OSgGx3m5OOKMo2D9c69JHdGnERu9NoePQYwABHlhQAIUsHkqyQ8D7PI47Dly5db4rIWc/bsWWzevBkA8Mcff+CNN96wckVERdunY3ti74mreW4NCvbzRJCfBw6eNtxPcOORG1ienIrKTkCAA3AnCehcSYb/NRaA/xp5AtpUgnsFT0TdCINWrUGqVyl8eUGBVyShGJSo/41U5uiAwEH98vw7Etk2AdL/lqQxdUxxZ5HHYcVN165dsWvXLgBA2bJlcefOHSiVyhzOIrJtF248wjdLtmD/iWtIzmUYurDhK/x79ibem2Gk748BCglwcqgHfBWGP6p+vZqKL06lQCpq8W7sXTRKe7EcR5ogRfvV8+HbvmWu70dk6/z9/ZEeHoE/K9Q0edyQu1eg9Pbi47Di7Pjx47oABABPnjzBb7/9ZsWKiIqHulUDsWH2u4g9sQjvDumQ4/Gfj+uN6uX9MKBzYzjkYZh6hhboujEGoSn6ISgkSYOFVzI7X2sECeaUqoRpHtWx2iUAv7oF413fegxARPkklUtNvkqCItkSlJiYCGdn50K5V/v27XHgwIFs23x9fXHv3r1cL/lBRMCZq/exYe8ZPAqJQtXyZeDr4YbzNx7ByUGJQV2boEH1F315dh65jOGf/IqELKPHKgf54NbDMKPXlwrAqKpK9C2vhJ1MwOEQFRZdSUVEqvGPMF8PVzza+5N5fkEiG+Hv74/0iAisr17X5HEDrl2A0qt4twRZPATdvHkTN2/eREpKCjQajV4HZ1EUoVKpkJaWhvj4eFy+fBm7d+9GXFycJcsCABw8eBDt2rUzuG/WrFl4//33LV4Dka1KSknDlkMXEJ+YgraNquHK7ccY+tGvZr3HnKlD8dag9ma9JlFJ5+/vj4yISGyoW9/kcf0vnIPCy5MhyJBr165hxIgRuHjxYr7Ot9RQ+OdEUUTLli1x7Ngxg/s9PT1x//59ODk5WbQOIsqkVmvg23aC0bmFqgb74saDZ7m6liAAbw/qgNlThpizRCKb4O/vj4zISPzT0PQ6e33OnIbCs3iHIIv0CUpMTESnTp1w8eLFXA19f/lVo4b5h9++bPfu3UYDEABERkZi3rx5Fq+DiDLJZFJs/GkC7JX6Q91rVy6L1TPHoZSrY47XqVbeDze3zGQAIioIAZAoJCZfJWBwmGVagn744QdMnToVgiDA2dkZQ4YMQXBwMP766y+cO3cOnTt3RocOHRAXF4dLly5hz549SE9PhyAI2Lp1K7p162bukrIRRRGNGjXC2bNnTR7n7u6OBw8ewNXV1aL1ENEL0XFJWLH1KI6dvwMnRzsM6dYUnZplfjG6dOsxpsxepxti36ZhFXRpUQvnrj2EWqNBz7b1MKBTQ8jlFpn9g8gm+Pv7IyMqEltbNjN5XI8jx6HwKN4tQRb5pNi5cycAwNXVFefPn0dQUBAAwNHREWfPnkVqamq2/jbXrl1D7969ce/ePbz//vto3769RYeob926NccABACxsbGYM2cOpk+fbrFaiCi70m5OmDS8CyYN76K3r3blAOz+9UPEJaYAANycHQq7PCKbIECAVG76YVFJWD3MIo/Dbty4AUEQMHz4cF0AAoCmTZsCAE6cOJFtZubq1avj77//hkwmw507d/Dnn39aoiwAgFarxWeffZbr42fPno2YGP1Vq4nIetycHRiAiCxJAKQKqclXCchAlglBsbGZk5U1aNAg2/Zq1apBIpFApVLh8uXL2fbVrFkTPXr0gCiK2LhxoyXKAgBs3LhR796mJCQk4Mcff7RYPUREREWOAEgUUpMvhiAjFIrMidBeHlmlVCoREBAAALh+/breeW3btgUAXLlyxRJlQaPR5OvR1ty5cxEREWGBioiIiIomiVQw+SoJLBKCSpcuDQCIiorS21e+fHkAwNWrV/X2eXl5GT3PHNasWYMbNwyvWWRKcnIyZs6caYGKiIiIih5BEHKcMVoQin8QskgIqls3c5bJQ4cO6e2rWLEiRFE02DE5NDQUQGa/HXNTq9X43//+l+/zFyxYoKuPiIiopMvxcVgJYJEQ1LlzZ4iiiPXr12PdunXZ9tWrVw8AcPToUTx8+DDbvlWrVgEAfHx8zF7TihUrcPfu3Xyfn5aWhu+++86MFRERERVRggCpXGbyBbYEGTZy5Eh4eXlBq9ViyJAhaNGiBa5duwYA6NWrFxQKBdRqNTp27IiVK1fin3/+Qbdu3XD+/HkIgoBWrVqZtZ6MjAx8+eWXBvcJgoA5c+bofh40aJDRdcsWL16Mx48fm7U2IiKiokiQSky+SgKL/BZ2dnZYt24dlEolRFHEiRMnkJiYCCBzOYpJkyZBFEXcv38fo0aNQv/+/bF7924AgEwmM/uaXUuXLsWjR4/0tkskEqxYsQKjR4/WbWvevDn27t1rcILEjIwMfP3112atjYiIqKgRBEAil5l8lYCGIMuEIABo3bo1Ll68iH79+sHOzk7XIRoAvvnmGwwfPlxvuQylUonffvsNtWvXNlsdqampBoOLVCrF6tWrMWzYML19jRs3xr59++Du7q63b9myZbh3757Z6iMiIip6BEgUcpOvkjBG3qJzy1eqVAl//fUXUlNTYW9vr9sukUjwxx9/YNy4cdi2bRuio6MRFBSEIUOG6IbQm8uvv/6q16FZJpNh7dq16Nevn9HzGjRogAMHDqBDhw6Ijo7WbddoNPjyyy/xxx9/mLVOIiKiIkNAZr+fHI4p7gplgZ2sASirpk2b6maRtoTk5GS9zsxyuRwbNmxAz549czy/Tp06OHjwINq3b4/IyEjd9lWrVuHjjz9GlSpVzF4zERGR9QmQ5LgGn2VS0MOHD7Fw4ULs3LkTjx8/Rnp6Ovz9/dG2bVtMnDgR1apVM9u9SkbPJiN++eWXbJMcKpVKbNq0KVcB6LmaNWvi0KFD2UasabVafPHFF+YslYiIqOgQctEx2gIZaMmSJahevTq+//57XLlyBfHx8UhLS8Pdu3exZMkS1KlTBwsXLjTb/SzeEqRSqXD79m3ExcVBo9Hk+ryCjhBLSEjA999/r/vZzs4OmzdvRqdOnfJ8rWrVquHw4cNo164dQkJCAADr1q3Dp59+ipo1axaoTiIioqJGACBVmI4I5s5AS5cuxZtvvgkgs9vKsGHD0KpVK0gkEuzevRvr1q2DSqXCW2+9BT8/vzw1aBhjsRAUGhqKyZMnY9OmTcjIyMjTuYIgQK1WF+j+P//8s27hUwcHB2zduhXt2rXL9/UqVaqEw4cPo23btnjy5AkAYPr06fj7778LVCcREVGRI+TicZgZh4c9ffoUEydOBAA4Oztj+/btaNmypW7/yJEj0atXLwwaNAgA8P7776NHjx4FnrXaIo/DwsLC0LhxY6xfvx7p6el6o8By8yoIjUaDRYsWAchcv2zXrl0FCkDPlS9fHocPH0ZQUBAAYPPmzXj69GmBr0tERFSk5GKIvDmbgr788kskJSUBAJYvX54tAD03cOBAdOvWDQBw7949nDt3rsD3tUhL0Ndff617bOTk5ISuXbsiMDAQDg4OhbLWiFQqxZ49ezBu3DjMnDkTzZo1M9u1g4ODcfjwYQwZMgSfffYZ/P39zXZtIiKiokIiLZylMTIyMvDXX38ByJyrz9TI7UmTJiEoKAgeHh5wdHQs8L0tEoJ27NgBAPDz88OJEyesEhSqV6+OI0eOWOTaAQEBOHr0qEWuTUREZG2CIECSU58gMzVqHDx4EHFxcQCAUaNGmTy2Q4cO6NChg1nuC1goBIWGhkIQBLz33ntsKSEiIiqGch4ibx4XL17Uvc86bU5CQgJu3LiBuLg4+Pv7o3r16ma/t0X6BJUqVQoAEBgYaInLExERkSX91zHadJ8g87QEXb16Vfc+ODgYYWFhGD58OLy9vdGkSRN06dIFNWrUQFBQEFasWGGWez5nkRDUqFEjAMCtW7cscXkiIiKyMEEiNfkyl+cjru3s7HDnzh3UqFEDq1atQlpaWrbjHj16hJEjR+Ltt982270tEoImTJgAURSxaNEixMbGWuIWREREZCFqqRJ3glqZfKmlSjx79gz+/v5GX7nxfIF1URTxyiuvIDo6Gv369cPZs2eRlpaG0NBQ/Pzzz3BxcQEALFiwAHPmzDHL72mRENSuXTtMnToVoaGhaNOmDY4dO2aJ2xAREZGlCILpl5k8Hxqfnp6Op0+fYsKECdiwYQPq168PpVIJX19fTJgwAfv27YNCoQAAfPbZZ7q5AAvCYr2evvvuOyQkJGDhwoVo1aoVSpUqhfLly8PBwSHHcwVBwP79+y1VGhEREZkg06pQOepSjsf4+voWeL68rHMDBgYG4scffzR4XMOGDfHuu+9i1qxZSEpKwtq1a/HWW28V6N4WC0FffPEFlixZAkEQIIoioqOjc5XaRFEslLmEiIiIyAQz9vsxxcnJSfd+wIABkMvlRo8dOHAgZs2aBQA4cuRI0QxBGzduxJdffqkLQM8VdCZoIiIisjxBECDIjIeR58eYg7Ozs+59lSpVTB5btWpV3XtzrNhgkRA0f/583fvBgwdjzJgxCA4OhpubmyVuR0REROYmUxTKbcqXL49///0XQM6NJUqlUvdeq9UW+N4WCUHXrl2DIAjo27cvVq9ebYlbEBERkaUIAgQTj6WeH2MONWvW1L1/+PChyWPDw8N17/38/Ap8b4uMDnve07t79+6WuDwRERFZmkRq+mUmbdq00b3fvn27yWOzjjavXbt2ge9tkRAUEBAAAFCpVJa4PBEREVnSf32CTL3M1RJUt25dXV+fCxcuYOfOnQaPE0UR8+bN0/08cODAAt/bIiGoV69eEEUR//zzjyUuT0RERBYmyBQmX+Y0ffp03fvXX38921Iaz33yySe6lqDevXujQoUKBb6vRULQpEmT4OHhgd27d2P27NmWuAURERFZTGafIFMvwHzT2QwcOBBDhw4FADx79gwNGzbE+PHjsXLlSixevBitW7fGjBkzAGSuT7pgwQKz3NciHaO9vb2xZcsW9OrVCx9++CHWr1+PwYMHo1q1aihVqpTJOQCeq1WrliVKIyIiopwIyLnfj5mn9Pvjjz/g6uqKhQsXIi0tDYsWLcKiRYuyHVOuXDls374dvr6+ZrmnRULQ8z5BGRkZEEURZ86cwZkzZ3J9viAIUKvVliiNiIiIcpTzPEHmTkFSqRTz58/HyJEjsXjxYhw8eBChoaFwdnZGhQoVMGTIEIwePRqOjo5mu6dFQtDLExhxkkQiIqJiRprzUxtLaNSoERo1alQo97JICBo5cqQlLktERESFQRAgSnKICCVgiSuLhKDly5db4rJERERUWASLjJ0qUiy2gCoREREVY9LCWUDVmhiCiIiI6CW5eBxm7uFhVmCREPT48eMCX+P5CDMiIiIqZAKAHPsEFUolFmWREBQUFAShAB2mOESeiIjIukT2Cco/DosnIiIqroRcLJJa/JuCLBKCevbsmWNLUFpaGuLj43Hjxg3Ex8dDEAQ0atQIb7zxhiVKIiIiojzIuU9Q8WeR33DTpk25PlYURezevRvjx4/H6dOn0bVrV3z++eeWKIuIiIhyRQCkJb9jtNUf+AmCgC5dumDXrl2wt7fHl19+iZMnT1q7LCIiItslIHOeIJMvaxdZcFYPQc9VrlwZw4cPh1arxbx586xdDhERkU0TJTKTr5KgyIQgAGjWrBkA4MiRI1auhIiIyJb91zHa1KsENAUVqSiXnp4OAIiMjLRyJURERLZLRM4do0UU/xhUpELQ33//DQDw8PCwciVEREQ2zgbmCSoSv2FMTAwmTJiAXbt2QRAEtGzZ0tolERER2TQtBJOvksAiLUH16tXL1XEajQaJiYkICQnJNkP0O++8Y4myiIiIKJc0NjDpsUVC0MWLF/O0bEbW2aU//vhjXQdpIiIisg6NliEo33KzbIYgCFAqlfDy8kKjRo3w+uuvo3PnzpYqiYiIiHJBBJBTBmLHaCO0Wq0lLktERESFRFPyG4KK1ugwY548eYKDBw8CAEaMGGHlaoiIiEo+9gkqIs6fP49Ro0ZBIpEwBBEREVmYKAKaHB7qiCXgeVixCEHP5aafERERERWcLfzNLVYhiIiIiAoH+wQRERGRTWKfICIiIrI5InLRJ6hQKrGsIrFsBhERERUtWogmX5YQHx+PmTNnomnTpnBzc4OdnR3KlSuHYcOGYf/+/Wa/H1uCiIiISE9OLUHmdvr0afTt2xchISHZtj948AAPHjzA6tWr0b9/fyxbtgzOzs5muSdDEBEREWUjIuc+QeZsC7p37x46duyIhIQEAEDTpk3Rr18/+Pj44O7du1i8eDFCQ0OxYcMGpKamYuvWrXlanssYhiAiIiLKTszF2mFmTEHvvfeeLgB9/PHH+Oabb7KFnMmTJ6Nbt244cuQItm/fjq1bt6Jnz54Fvi/7BBEREZEejdb0y1weP36MHTt2AABq166Nr7/+Wq+Vx8nJCT///LPu57Vr15rl3mwJIiIiomxEiFDlsA6oaKYlVCMiItC+fXtcv34d/fv3h0RiuH2mWrVquvcPHz4s8H0BhiAiIiIyQFVIsyU2aNAAe/fuzfG4Bw8e6N77+vqa5d4MQURERJSNKCLnlqBCnChIrVbj008/1f08cOBAs1yXIYiIiIj0FFZLkDEZGRkICQnB4cOH8dNPP+Hy5csAgD59+qB///5muQdDEBEREWUjAtAW4hD5lyUnJ8PJySnbNqVSialTp+LTTz812m8orzg6jIiIiPSotKLJlyU9efJEb1t6ejr27NmDf//912z3KZItQWfOnEHDhg2tXQYREZFNkogaeKc+y/GYZ8/C4e/vb/SYp0+f5uv+UqkUP/zwAwICAhAdHY3Nmzdj9+7dOHnyJDp16oTFixfjjTfeyNe1sypQS9Dbb7+N9PT0AhfxnFarxRdffIEWLVpk2+7h4YFWrVqhVatWZrsX5V56ejomTJiAc+fOWbsUIiIqJGIOL0uqWLEiPvjgAwwYMADjx4/Hrl27sGzZMgiCAFEU8c477+DevXsFvk+BQtDChQvRsGFDXL9+vcCF3L59G02bNsVXX30FtVqdbV/z5s1x6NAhHDx4sMD3obz79NNPMW/ePDRo0ADdu3fHiRMnrF0SERFZkBoS3Jd4mnypIYGvry+ePn1q9GVOo0ePxtixYwFkfjn/9ddfC3zNAvcJunbtGho2bIiFCxfm+xrz589HvXr1cPbsWYiFOeaOcqVMmTK69zt27ECzZs3QoUMHHD582IpVEZlPhkoNTWGvFklUxFmzT5Ax48aN070/duxYga9XoBA0bNgwiKKI1NRUvPPOO+jduzdiYmJyff6zZ8/QpUsXTJgwASkpKRBFEfb29vjpp58KUhaZ2fvvv49ffvkl27b9+/ejTZs2aNWqFfbs2cPwSsXShRuP0G38LDg3Hgu3ZuMwatoSPIuMs3ZZRFYnioBKozX5ssbHfpUqVXTvIyMjC3y9AoWgFStW4I8//oCTkxNEUcTWrVtRq1atXD22WrduHWrWrIm9e/fq/oA2atQIFy5cwIQJEwpSFlnA22+/jcWLF+ut53LkyBF07twZTZs2xbZt2xiGqNi48ygcHcbMxL6T1yCKItIz1Phz+wl0GDMTqWkZ1i6PyOoKqyVo7dq1GDRoEBo2bIg7d+6YPDYtLU333sXFpcD3LvDjsOHDh+PcuXOoU6cORFFEaGgoOnbsiE8++QQajUbv+Pj4eAwdOhRDhgxBbGwsRFGEXC7HV199hePHj6NSpUoFLYksZMyYMVi+fLnB+RlOnTqFHj16oF69eti4cSO0Ocw0SmRtc1fvQWJymt72O4/C0f6NmQgJj7VCVURFh0YUTb7M5ebNm1i3bh3Onj2LnTt3mjz25MmTuvdVq1Yt8L3NMk9QxYoVcerUKbz77rsAMkd5zZw5E82bN8+21se+fftQo0YNrF27FqIoQhRF1KxZE6dPnzbr5EdkOSNHjsTq1ashlUoN7r948SL69++PWrVqYc2aNQaDMFFRcPbaA5P7grtMxvivfi+8goiKEBEiMtRaky/RTGPEunbtqnu/cOFCo383RFHE999/r/u5b9++Bb632VKHXC7Hzz//jM2bN6N06dIQRRGnT59GnTp1sHz5ckyYMAFdunRBaGgoRFGERCLB1KlTcfbsWdSuXdtcZVAhGDRoEP766y/I5XKjx1y7dg1DhgxB1apV8fvvv0OlUhVihUQ58/Fwy/GYpX//i2+XbLF8MURFjCgi5xBkpsagxo0b66bGuXnzJiZNmqTXtUKr1WLixIk4cOAAAKB+/fro3bt3ge8tiBboxPHs2TOMHj0ae/bsybzJf/1Int+qUqVK+P3339GkSRNz3zpfEhIS4OrqCgCYN28e3nnnHStXVDxs27YN/fr1Q0ZGzv0ngoKC8NFHH2HUqFFQKpWFUB2RaTuPXEavCXNydezn43th2pu9LFsQURHh7++PxHQ1Jv9pegTwrCGt4ayUmWUo/M2bN9GsWTPExmY+hm7YsCGGDx8OHx8fPHz4ECtWrMDVq1cBZM4deOrUKZQrV67A97XI8ydfX1/s2rUrW0oTRRGCIGDAgAG4cuVKkQlAlH+vvPIKtm7dCjs7uxyPffjwIcaNG4cKFSpg3rx5SE1NLYQKiYzr2rIWvpnQH0pFzhPnf7lwM0Z8WvA5SYiKCxGARiuafJmzBaVKlSrYt28fAgMDAWSuHDFhwgQMGDAAU6ZM0QWg6tWr4/jx42YJQICFQtC9e/fQunVrbN68WTe743N///03Pvroo2w9vKn46tSpE3bu3AlHR8dcHf/06VNMmDABwcHB+PHHH5GUlGThComM+3B0NzzYNQtKec5BaO2OU9hx5FIhVEVUBOTicZi5p42uV68erl27hp9++gktW7aEm5sb5HI5fHx80LVrVyxfvhyXLl1CxYoVzXZPsz8OmzdvHj7++GOkpqbqws8bb7wBiUSSbYh1pUqVsHLlSjRo0MBs987IyMjXqKSEhAR4e3sDAGbPno3x48ebrSZbcezYMfTq1QvJycl5Oq906dJ4//338fbbb+seSRIVttkrduGjn9bneJyLoxJRR/M/MSxRceDv74/4NBXGLN1v8rglr7eHq53c7DNDFyazhaAnT55g9OjRujmCRFGEt7c3fvvtN3Tv3h0A8M8//2DMmDG6CRXlcjmmTZtmtpFhgwcPxtq1awt8HSp8HTt21PUhI7KGgZN/wT8Hzud4XPjheXB3yV3LJ1Fx5O/vj7hUFUYt3mvyuN/f7Ag3++IdgszyOOyPP/7QTZL4fOh7v379cPXqVV0AAoA+ffrg0qVLaNOmDQBApVLpFkw1x0JoVHzlpnM1kSWtm/UOxvVvm+Nxaekc6Ui2obDmCbKmnB+EmxAZGYkxY8Zg69atADJbf1xdXTFv3jwMGzbM4Dl+fn7Yv38/ZsyYgS+++AJqtRonT55EnTp1MGvWLLz55pv5rmfq1Kno0qULQkJC8nReWloavvrqKwCZnX2bNm2a7xpsVXh4OObOnZuvczt06ID//e9/Zq6IKO/mfjocxy/fxeXbTwzu9y7tAl9Pt8ItisgKRGT2CcrpmOKuQI/DvLy8EB0drev70759eyxfvhz+/v65Ov/MmTMYMmSIrhVIEAR069YNS5cuhZeXV37LyjMOkS+YkJAQtG/fHrdu3crTed27d8e0adM4UpCKnDr9puH6/VC97VvmTUSXFrWsUBFR4fH390dsigp95243edzfE7rD3cGGH4dFRUUBAOzt7TFnzhzs3bs31wEIyJwH4OLFixg+fLhu2/bt21GzZs2ClEWF6PHjx2jdunWeAlCfPn1w7tw5bNu2jQGIiqSLG7/Gyu/GomKgNzzcnNChSXWcWjOdAYhsRmHOGG1NBXocBgANGjTAihUrULly5Xyd7+joiD/++ANdu3bF+PHjER8frwtXVLTdv38f7dq1w6NHj3I8VhAEDBw4EJ9++ilq1KhRCNURFczALo0xsEtja5dBZBUiAHUOi6QW/whUwJag6dOn4/jx4/kOQFkNGjQIFy9eRLNmzQp8LbK827dvo3Xr1jkGIKlUipEjR+LGjRtYs2YNAxARUXFghXmCrKFALUHTp083Vx0AgMDAQPz777+6TspUNF2/fh3t27dHWFiY0WPkcjlGjRqFjz76yGwzexIRUeGwlY7RBX4cZm4SicTs4YrM59KlS+jQoYPRR5ZKpRJjxozBlClTULZs2UKujoiIzEIE1DmEoJKQgopcCKKi69y5c+jYsaNugbusHBwcMH78eEyePBm+vr5WqI6IiMxFBKC1gT5BDEGUKydPnkSXLl0QHx+fbbuzszPeeecdTJo0CZ6enlaqjoiIzEuEVpPTMlTFPwYxBFGOjhw5gm7dumVb7NTNzQ0TJ07EhAkT4O7ubsXqiIjI7ERAo84h5BT/DMQQRDmbNWuWLgB5eHhg8uTJeOutt+Di4mLlyoiIyFI0ObYEFX8MQZSj+fPn4969exg9ejTGjh0LR0cuHklEVJKJAET2CSLKXO/t8uXLEATB2qUQEVFhEHPRElQCUhBD0Es4rNswBiAiIlsiQpvTEPkSkIIYggAoFAp8/vnnAIBatbg2EBEREfsE2Qg7Ozv873//s3YZRERERYMIiCW/IYghiIiIiLITAWi4bAYRERHZIj4OIyIiItsjIueO0SWgKYghiIiIiLIRIeZi7bDin4IYgoiIiEhPzmuHFX8SaxdQ1HzxxRcQBAGCIMDT0xPh4eG5PnfEiBG6c8ePH2/BKskc3n33XQiCgIkTJ1q7FCKiokUENGq1yVcJaAhiCHrZtGnT0KBBAwBAVFQUxowZk6vzVq5ciZUrVwIAqlWrhtmzZ1usRiq4AwcOYMGCBdYug4ioiBKhVWeYfJWEFMQQ9BKZTIaVK1fC3t4eALB161YsX77c5Dl37tzBW2+9BSBzzqG1a9fqzqei58yZM+jduze02pLf1EtElF+iRmPyVRIwBBlQpUoVfPfdd7qfJ06ciEePHhk8NiMjAwMHDtStsv7DDz+gZs2ahVIn5d3WrVvRsWNHJCYmWrsUIqIiSxRzbgkSRcu0BG3atAndu3eHl5cXlEol/P390bt3b2zfvt3s92IIMmLChAlo3749ACAhIQGjR482+D/4hx9+iAsXLgAAXnnlFbzzzjuFWiflTkpKCj7++GP06tUL8fHx1i6HiKjIy/lxmHllZGRg0KBB6NOnD3bs2IHIyEhkZGQgJCQEmzdvxiuvvIJhw4ZBpVKZ7Z4MQUYIgoDly5fD1dUVAHDw4EHMnTs32zFbt27VbfP19c3xsRlZx5YtW1C5cmXMmDEDoijC0dERkydPtnZZRERFlyhCo84w+YKZW4LGjx+PdevWAQCCgoIwY8YMrFmzBl988QV8fHwAAKtXrzbrYBaGIBPKli2LefPm6X7++OOPcefOHQDAs2fPMHr0aACZgWnFihXw8PCwWC3PR53VqVPH5HG9e/fWHfvw4cNs+0aNGgVBEODv7w8ACAsLw0cffYQqVarAwcEBXl5eaNu2LTZs2JDtvAMHDqB3797w9fWFUqlEcHAw3n77bTx79sxkLampqVi0aBH69OmDoKAgODs7Q6lUwsfHB23btsX333+PhIQEg+f+/vvvut/j4sWLSE9Px3fffYeaNWvC0dERLi4uaNq0KebOnYv09HSTdSxbtgxPnz4FADRu3Bhnz57FK6+8YvIcIiJbJ2o1Jl/mdPjwYSxbtgwA0KBBA1y+fBlTp07FoEGDMH36dFy6dAnVqlUDACxYsABnzpwxz41FylG/fv1EZHaDF1u0aCFqtVqxc+fOum1TpkyxeA3P71W7dm2Tx/Xq1Ut37IMHD7LtGzlypAhA9PPzE48fPy56enrqjn359dlnn4miKIofffSR0WPKlCkjPnnyxGAdhw4dEr29vY2e+/zl6+srXr58We/85cuX6445fPiw2LBhQ6PXqFOnjhgWFmby38TX11dcvHixqNFoRFEUxYMHD+rOf++990z+mxIR2RI/Pz9RULqIpbp+bfIlKF1EPz8/s9yza9euIgBREATx4sWLBo+5fPmyKAiCCEDs1auXWe7LyRJzYdGiRTh69CjCw8Nx9OhR9O3bF7v/3969x9Qc/nEAf5/UKUmjULlE6WKLsUbEXPrD5UyYhnQmc9sIfzDMmpZLRGYuQ0aN1HKXH2VLhrlfR6KJ3MoqU4Qahx99f3+0nt/31Dnfc3JOwnm/trM9ne/zPc+zk5zPeZ7P8zznzgGoj1jXr1/fyj1snpqaGkyaNAmVlZUYM2YMIiIi4ODggLNnzyIrKwsAkJiYiKqqKuzZsweenp5YsGAB+vTpg5KSEuzYsQPl5eUoLy/HsmXLxPBlg6dPn2LcuHHQ6XSws7PD1KlTERYWhk6dOqG2thb37t1DRkYGPn36hIqKCsycOVPkVRkyf/58FBUVwd3dHTExMejbty9ev36NvXv34tWrV8jPz8fIkSORn58PJyenJvfHxsZiwIABcHR0tO4bSUT0z5LMyPuxznTYx48fkZeXBwAYOnQo+vfvb7Bev379EBYWhosXLyI3NxefP3+Gq6urZY1bJZSyAdnZ2U1GIFxcXKTi4uLf0n5Dm9YYCWp4bN68ucn9UVFRenWCgoKkyspKvTqlpaWSi4uLBEBSq9WSTqfTuz5lyhRxf2ZmpsF+vnz5UnJ1dRX1CgsL9a7LR4IASIGBgVJZWZlendraWiksLEzUSUhIUHxv5DgSRERkWP1IUHvJNSxW8aFybG+VkaAzZ86I/4/j4+MV665fv17UPXXqlMVtMyfITOHh4Zg3b57ec9u3b4efn18r9cgygwYNwooVK5o833hzyOTk5Ca5Tj169IBGowFQn83/7Nkzce3Lly9iGeOQIUOg1WoNtu/j46N3raioyGhf7e3tceLECXTt2lXv+Xbt2uHw4cPim8DWrVvx8x/Zu4KIqFVJkumcICslRhcUFIiyqS1mgoKCRPnhw4cWt80gqBns7PTfLqUpnD9dVFSUwed9fHxE2c3NDSNGjDBYr2fPnqL88eNHUXZ2dsarV69w/fp17Nu3T7EP8ra+fPlitN6ECRPQt29fg9c8PDwwffp0AEB1dTVu3ryp2CYREZnH5OowK5Hvw9erVy/Fut7e3gbv+1UMgsx06tSpJh/qycnJYh7zb9OQZd9Yhw4dRLl3795G73d2dhblxqMvHh4eGDp0qMGIXqfT4f79+9i9ezeOHz9u9DXkxo4da/QaAL1A7datW4p1iYjINEmSUPff74oPyUojQZWVlaJsapV1x44dRfnDhw8Wt83EaDOUlZWJqbA2bdogIiICx48fhyRJmD17Nh4/fqz3i/kbuLm5mawjD3QaU6lUJu9/9+4dTp8+jfv376O4uBgvXrxAaWmpweMqlP6YAgICFNuRfzNozoG3RERkzO9LjJbPBBha3CInv640g2AuBkEm1NXVITo6WkScixcvRlJSEh4+fIhnz56hvLwcCxcuxOHDh1u5p83j4ODQYq/98+dPxMXFYevWrfj+vekfkYODA0JDQ9G2bVuxyk6Jqex/ebBmbN8hIiIyn91PHdqX/kexTvVPHSoqKsTec4Y07NGmRL4DtKlVvPLrP378MPnapnA6zISkpCRcunQJAODv74/ExEQ4OjoiLS1N5AgdOXLkjwmCdDpda3cBc+bMwaZNm/D9+3fY29tj1KhRWL58OdLS0nDnzh3U1NTg8uXLGD16tFmvZ2ozxIZz2wCgc+fOFvWdiMjWeXp6wsvLC06OjooPLy8vtGnTxuL25AeOG/riLCf/PFCr1Ra3zZEgBXfv3sXq1asB/P90+YZRh9DQUKxYsQJJSUkAgEWLFmHEiBHo1q1bi/RFpVJBkiSTq59a+1ysGzduID09HQDg6+uLvLw8o7lF8oRqJW/evFG8/vLlS1FuvIKMiIia5969e7+1PRcXF1E29UVefl0pZcNcHAkyora2FlqtVgzTrVq1CoMHD9ars27dOpH8W11dbfSQVWtoGAJUOv28rq4OT548aZH2zZWTkyPK8fHxisnV8uWNSu/bjRs3FNu8cuWKKI8aNcqMXhIR0Z9CnlP7/v17xbryZOguXbpY3DaDICMWLVqE58+fAwBCQkIQFxfXpI5arUZ6errIrzl//jx27drVIv1p+GWXlZWhqqrKYJ28vLxWHwmS/wOWR/eNFRYW6q2sUzoV+NChQ0ZHjcrKysRZZwEBAUZXvRER0Z8pMDBQlEtLSxXryq/Lt2r5VQyCDDhy5IiY0nF2dkZGRgbs7Q3PHA4YMADx8fHi55UrVypu/PerQkJCANQngq1Zs6bJ9adPn2LBggVWb7e55Hs8pKSkGBzhefToESZNmqQ3t6s0BFpVVYXo6OgmuUGfP39GZGSkyAlqmLokIqK/h3wDxMLCQsW68uumNlY0B4OgRkpKSvSCiS1btphcoh0bGyuClK9fvyI6OtoqWetyc+fOFeXdu3dDo9EgJSUF6enpiImJQXBwMEpKSkQ/WotWqxVTd+fOncPAgQOxbds2HD16FDt37kRERASCg4Px4sULvfuURrBUKhVycnLQr18/bNmyBceOHcOGDRsQFBSE69evAwDGjx9vdHdqIiL6c4WGhorPjYsXLyrWvXDhAoD67WqGDx9ueeMWH7zxD/nx44c0bNgwcS6JRqMx+96ioiKpbdu2Zp9/8itiY2ONnqSuUqmk+Ph4KSUlxayzwx48eGCwjerqalFn5MiRRvuyevVqUe/SpUt61w4ePCjZ29srnh7v5+endx7blClT9F5DfnbY0qVLJV9fX6OvpdVqpW/fvjXrveTZYUREf46JEyeKz7KCggKDdfLz88Up8uPHj7dKuxwJkklISBAjC+7u7ti/f7/Z9wYGBmLjxo3i58TERNy+fduq/UtMTMTVq1cRGRmJrl27Qq1Wo1u3boiMjMTVq1exdu1aq7b3q2bOnIk7d+5gxowZ8Pb2hlqthpOTE7p37w6NRoPU1FQUFBQgPDxcHIeRm5trdDTI29sb+fn5WLVqFfz9/aFWq+Hu7o7w8HBkZ2cjMzPTKksliYiodSxfvhxA/SIZrVart4s0UL/5blRUlEixMHT25a9QSVILLWciskBaWhpmz54NANi2bRuWLFnSuh0iIqIWNWvWLBw8eBAA4OXlhZiYGPj7+6O4uBjJycl4+/YtgPr0kNTUVKu0yX2CiIiIqNXt27cPNTU1yMrKQkVFhd6iowbTpk1DcnKy1drkdBgRERG1OrVajZMnTyIrKwvh4eHw8PCAg4MDOnXqBI1Gg6ysLBw9etSq6Q8cCWoh165dM7qfT3MEBwfrHRBKRET0L5s8eTImT578W9piENRC4uLicPnyZYtf58CBA5g1a5blHSIiIiI9nA4jIiIim8TVYURERGSTOBJERERENolBEBEREdkkBkFERERkkxgEERERkU1iEEREREQ2iUEQERER2SQGQURERGSTGAQRERGRTWIQRERERDaJQRARERHZJAZBREREZJMYBBEREZFNYhBERERENolBEBEREdkkBkFERERkkxgEERERkU1iEEREREQ2iUEQERER2aT/AWgdoONSrhNTAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 286, "width": 288 } }, "output_type": "display_data" } ], "source": [ "ov.pl.embedding(adata,\n", " basis='X_umap',\n", " color='S100B',\n", " frameon='small')" ] }, { "cell_type": "markdown", "id": "e618eb28-fbc2-4d2b-b945-5194da3d5fac", "metadata": {}, "source": [ "## Clustering the neighborhood graph\n", "\n", "As with Seurat and many other frameworks, we recommend the Leiden graph-clustering method (community detection based on optimizing modularity) by Traag *et al.* (2018). Note that Leiden clustering directly clusters the neighborhood graph of cells, which we already computed in the previous section." ] }, { "cell_type": "code", "execution_count": 23, "id": "255089cf-5ef9-43f2-95f0-c20440eb8982", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "🚀 Using RAPIDS GPU to calculate Leiden...\n" ] } ], "source": [ "ov.pp.leiden(adata)" ] }, { "cell_type": "code", "execution_count": 24, "id": "ab854c08-822b-41ac-970b-7991e9caeac1", "metadata": {}, "outputs": [], "source": [ "ov.pp.anndata_to_CPU(adata)" ] }, { "cell_type": "code", "execution_count": 32, "id": "a9d80c8c-74ee-4293-a701-be7f1536debe", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CDK11B\n", "CDK11A\n", "PIK3CD\n", "CDA\n", "CDC42\n", "SPOCD1\n", "CCDC28B\n", "NCDN\n", "CDCA8\n", "CCDC30\n", "CCDC23\n", "CDC20\n", "CCDC24\n", "CCDC163P\n", "CDKN2C\n", "CDC7\n", "CCDC18\n", "ABCD3\n", "CDC14A\n", "CD53\n", "CD58\n", "CD2\n", "CD101\n", "CD160\n", "CDC42SE1\n", "C2CD4D\n", "CD1D\n", "CD1A\n", "CD1C\n", "CD1B\n", "CD1E\n", "CD84\n", "CD244\n", "CD247\n", "CDC73\n", "CDK18\n", "CD55\n", "CD46\n", "CCDC121\n", "CDC42EP3\n", "CCDC88A\n", "CCDC104\n", "CCDC142\n", "PTCD3\n", "CD8A\n", "CD8B\n", "CCDC138\n", "CCDC93\n", "CCDC115\n", "CD302\n", "CDCA7\n", "CCDC141\n", "FTCDNL1\n", "CD28\n", "RQCD1\n", "PDCD1\n", "FANCD2\n", "CCDC174\n", "PDCD6IP\n", "PLCD1\n", "CCDC13\n", "CCDC12\n", "CDC25A\n", "CCDC51\n", "CCDC71\n", "PRKCD\n", "CCDC66\n", "CD47\n", "CD96\n", "CD200\n", "CD200R1\n", "CD86\n", "CCDC58\n", "CCDC14\n", "CDV3\n", "PDCD10\n", "TBCCD1\n", "CCDC50\n", "CCDC96\n", "CD38\n", "CCDC149\n", "SCD5\n", "GSTCD\n", "CCDC109B\n", "CDKN2AIP\n", "CCDC127\n", "PDCD6\n", "CCDC152\n", "CD180\n", "CDK7\n", "CCDC125\n", "PTCD2\n", "CCDC112\n", "CDC42SE2\n", "CDKL3\n", "CDKN2AIPNL\n", "CDC23\n", "CD14\n", "CCDC69\n", "NUDCD2\n", "CDYL\n", "CD83\n", "CDKAL1\n", "CDKN1A\n", "CCDC167\n", "CDC5L\n", "CD2AP\n", "CD164\n", "CDC40\n", "CDK19\n", "CCDC28A\n", "PDCD2\n", "CDCA7L\n", "CCDC126\n", "CDK13\n", "NUDCD3\n", "CCDC146\n", "CD36\n", "CDK14\n", "CDK6\n", "CCDC132\n", "PTCD1\n", "CDHR3\n", "CCDC71L\n", "CCDC136\n", "CDK5\n", "SMARCD3\n", "CD99\n", "CDKL5\n", "CDK16\n", "CCDC120\n", "CCDC22\n", "CD40LG\n", "CD99L2\n", "ABCD1\n", "CCDC25\n", "NUDCD1\n", "CCDC26\n", "CDC37L1\n", "CD274\n", "CDKN2A\n", "CDKN2B\n", "CD72\n", "CCDC107\n", "CDK20\n", "BICD2\n", "CDC14B\n", "CCDC180\n", "CDC26\n", "CDK5RAP2\n", "CDK9\n", "FIBCD1\n", "CCDC183\n", "SAPCD2\n", "CDC123\n", "CCDC3\n", "CDNF\n", "CCDC7\n", "CCDC6\n", "CDK1\n", "CDH23\n", "ECD\n", "SCD\n", "DPCD\n", "PDCD11\n", "PDCD4-AS1\n", "PDCD4\n", "CD151\n", "CD81\n", "CDKN1C\n", "PRKCDBP\n", "CCDC34\n", "CCDC73\n", "CD59\n", "CD44\n", "CD82\n", "CCDC86\n", "CD6\n", "CD5\n", "CCDC88B\n", "CDCA5\n", "CDC42EP2\n", "CCDC85B\n", "CD248\n", "CDK2AP2\n", "C2CD3\n", "CCDC90B\n", "CCDC82\n", "CD3G\n", "CCDC84\n", "C2CD2L\n", "CCDC153\n", "CCDC15\n", "CDON\n", "CCDC77\n", "CD9\n", "CD27-AS1\n", "CD27\n", "CD4\n", "CDCA3\n", "CD163\n", "AICDA\n", "CD69\n", "CDKN1B\n", "C2CD5\n", "CCDC91\n", "BICD1\n", "ABCD2\n", "CCDC65\n", "BCDIN3D\n", "SMARCD1\n", "CD63\n", "CDK2\n", "CDK4\n", "CCDC59\n", "CCDC41\n", "CDK17\n", "CCDC53\n", "FICD\n", "CCDC64\n", "CCDC62\n", "CDK2AP1\n", "CCDC92\n", "CDK8\n", "CCDC122\n", "CDADC1\n", "PCDH9\n", "CDC16\n", "CDKL1\n", "CDKN3\n", "CCDC176\n", "ABCD4\n", "CCDC88C\n", "CCDC85C\n", "CDC42BPB\n", "CDCA4\n", "CDAN1\n", "PDCD7\n", "PPCDC\n", "RCCD1\n", "CCDC78\n", "CCDC154\n", "BRICD5\n", "CDIP1\n", "CDR2\n", "CCDC101\n", "CD19\n", "CDIPT\n", "CD2BP2\n", "CCDC102A\n", "ACD\n", "CDH1\n", "CDYL2\n", "MLYCD\n", "CDT1\n", "CDK10\n", "CD68\n", "TLCD1\n", "CDK5R1\n", "CDK12\n", "CDC6\n", "CCDC43\n", "CDC27\n", "CDK5RAP3\n", "CCDC47\n", "SMARCD2\n", "CD79B\n", "CDC42EP4\n", "CD300A\n", "CD300LB\n", "CD300C\n", "CD300E\n", "CD300LF\n", "CDK3\n", "PRCD\n", "CCDC137\n", "CCDC57\n", "CD7\n", "TBCD\n", "CDH20\n", "CCDC102B\n", "CD226\n", "CDC25B\n", "CDS2\n", "CD93\n", "CDK5RAP1\n", "CD40\n", "NELFCD\n", "CDH26\n", "CDC34\n", "CCDC94\n", "CD70\n", "CD320\n", "CDC37\n", "CDKN2D\n", "CCDC159\n", "CCDC151\n", "GCDH\n", "CCDC130\n", "CD97\n", "CCDC124\n", "PDCD5\n", "PDCD2L\n", "CD22\n", "CCDC97\n", "CD79A\n", "CD3EAP\n", "CCDC61\n", "CCDC9\n", "CD33\n", "CCDC106\n", "CDC45\n", "GUCD1\n", "CCDC117\n", "CCDC157\n", "CDC42EP1\n", "CCDC134\n", "CDPF1\n", "C2CD2\n" ] } ], "source": [ "for i in adata.raw.var_names:\n", " if 'CD' in i:\n", " print(i)" ] }, { "cell_type": "markdown", "id": "1a1d1192-2c9b-4ad2-8253-3c9574ea4d22", "metadata": {}, "source": [ "We redesigned the visualisation of embedding to distinguish it from scanpy's embedding by adding the parameter `fraemon='small'`, which causes the axes to be scaled with the colourbar" ] }, { "cell_type": "code", "execution_count": 33, "id": "1a95d6a2-6314-41f1-9634-c46dd55ac6c9", "metadata": { "scrolled": true }, "outputs": [ { "data": { 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 289, "width": 962 } }, "output_type": "display_data" } ], "source": [ "ov.pl.embedding(adata,\n", " basis='X_mde',\n", " color=['leiden', 'S100B', 'CD8A'],\n", " frameon='small')" ] }, { "cell_type": "markdown", "id": "6089e119-3033-4d25-a9c6-baba2ef57d6c", "metadata": {}, "source": [ "We also provide a boundary visualisation function `ov.utils.plot_ConvexHull` to visualise specific clusters.\n", "\n", "Arguments: \n", "- color: if None will use the color of clusters\n", "- alpha: default is 0.2" ] }, { "cell_type": "code", "execution_count": 34, "id": "bf1c8fbc-2442-4cf0-9b94-158914d9f24c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "leiden_colors\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": { "image/png": { "height": 284, "width": 300 } }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "fig,ax=plt.subplots( figsize = (4,4))\n", "\n", "ov.pl.embedding(adata,\n", " basis='X_mde',\n", " color=['leiden'],\n", " frameon='small',\n", " show=False,\n", " ax=ax)\n", "\n", "ov.pl.ConvexHull(adata,\n", " basis='X_mde',\n", " cluster_key='leiden',\n", " hull_cluster='0',\n", " ax=ax)\n" ] }, { "cell_type": "markdown", "id": "d48f3e2a-c6a4-4042-b816-aa2ea5aa09c2", "metadata": {}, "source": [ "If you have too many labels, e.g. too many cell types, and you are concerned about cell overlap, then consider trying the `ov.utils.gen_mpl_labels` function, which improves text overlap.\n", "In addition, we make use of the `patheffects` function, which makes our text have outlines\n", "\n", "- adjust_kwargs: it could be found in package `adjusttext`\n", "- text_kwargs: it could be found in class `plt.texts`" ] }, { "cell_type": "code", "execution_count": 35, "id": "697ef5e5-f165-4e5b-979b-814687514431", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 284, "width": 272 } }, "output_type": "display_data" } ], "source": [ "from matplotlib import patheffects\n", "import matplotlib.pyplot as plt\n", "fig, ax = plt.subplots(figsize=(4,4))\n", "\n", "ov.pl.embedding(adata,\n", " basis='X_mde',\n", " color=['leiden'],\n", " show=False, legend_loc=None, add_outline=False, \n", " frameon='small',legend_fontoutline=2,ax=ax\n", " )\n", "\n", "ov.utils.gen_mpl_labels(\n", " adata,\n", " 'leiden',\n", " exclude=(\"None\",), \n", " basis='X_mde',\n", " ax=ax,\n", " adjust_kwargs=dict(arrowprops=dict(arrowstyle='-', color='black')),\n", " text_kwargs=dict(fontsize= 12 ,weight='bold',\n", " path_effects=[patheffects.withStroke(linewidth=2, foreground='w')] ),\n", ")" ] }, { "cell_type": "code", "execution_count": 46, "id": "5df7f72f-9810-4e74-8153-4c7513303741", "metadata": {}, "outputs": [], "source": [ "marker_genes = ['IL7R', 'CD79A', 'MS4A1', 'CD8A', 'CD8B', 'CD14',\n", " 'LGALS3', 'KLRB1',\n", " 'FCGR3A', 'MS4A7', 'FCER1A', 'PPBP']" ] }, { "cell_type": "code", "execution_count": 47, "id": "da0d1f46-1e85-4ed7-a4a0-7a842736465f", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 358, "width": 668 } }, "output_type": "display_data" } ], "source": [ "ov.pl.dotplot(adata, marker_genes, groupby='leiden',\n", " standard_scale='var');" ] }, { "cell_type": "markdown", "id": "28cd95ed-db75-46c6-b533-644a8e70944a", "metadata": {}, "source": [ "## Finding marker genes\n", "\n", "Let us compute a ranking for the highly differential genes in each cluster. For this, by default, the .raw attribute of AnnData is used in case it has been initialized before. The simplest and fastest method to do so is the t-test." ] }, { "cell_type": "code", "execution_count": 49, "id": "2fde6fbb-d38c-4c25-8d76-40339a3df097", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Storing dendrogram info using `.uns['dendrogram_leiden']`\n", "ranking genes\n", " finished: added to `.uns['leiden_ttest']`\n", " 'names', sorted np.recarray to be indexed by group ids\n", " 'scores', sorted np.recarray to be indexed by group ids\n", " 'logfoldchanges', sorted np.recarray to be indexed by group ids\n", " 'pvals', sorted np.recarray to be indexed by group ids\n", " 'pvals_adj', sorted np.recarray to be indexed by group ids (0:00:00)\n" ] }, { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 447, "width": 1116 } }, "output_type": "display_data" } ], "source": [ "sc.tl.dendrogram(adata,'leiden',use_rep='scaled|original|X_pca')\n", "sc.tl.rank_genes_groups(adata, 'leiden', use_rep='scaled|original|X_pca',\n", " method='t-test',use_raw=False,key_added='leiden_ttest')\n", "ov.pl.rank_genes_groups_dotplot(adata,groupby='leiden',\n", " cmap='Spectral_r',key='leiden_ttest',\n", " standard_scale='var',n_genes=3)" ] }, { "cell_type": "markdown", "id": "ac4340a1-e2da-40b1-8c75-f5349a60ff43", "metadata": {}, "source": [ "cosg is also considered to be a better algorithm for finding marker genes. Here, omicverse provides the calculation of cosg\n", "\n", "Paper: [Accurate and fast cell marker gene identification with COSG](https://academic.oup.com/bib/advance-article-abstract/doi/10.1093/bib/bbab579/6511197?redirectedFrom=fulltext)\n", "\n", "Code: https://github.com/genecell/COSG\n" ] }, { "cell_type": "code", "execution_count": 50, "id": "7a7e5e11-e53a-49e8-9145-1aff8cd98353", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ranking genes\n", " finished: added to `.uns['rank_genes_groups']`\n", " 'names', sorted np.recarray to be indexed by group ids\n", " 'scores', sorted np.recarray to be indexed by group ids\n", " 'logfoldchanges', sorted np.recarray to be indexed by group ids\n", " 'pvals', sorted np.recarray to be indexed by group ids\n", " 'pvals_adj', sorted np.recarray to be indexed by group ids (0:00:00)\n", "**finished identifying marker genes by COSG**\n" ] }, { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 474, "width": 1116 } }, "output_type": "display_data" } ], "source": [ "sc.tl.rank_genes_groups(adata, groupby='leiden', \n", " method='t-test',use_rep='scaled|original|X_pca',)\n", "ov.single.cosg(adata, key_added='leiden_cosg', groupby='leiden')\n", "ov.pl.rank_genes_groups_dotplot(adata,groupby='leiden',\n", " cmap='Spectral_r',key='leiden_cosg',\n", " standard_scale='var',n_genes=3)" ] }, { "cell_type": "code", "execution_count": null, "id": "ad93dc2c-0717-4299-a8b2-3f45f52d6fae", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "rapids", "language": "python", "name": "rapids" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.9" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 5 }