{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Mouse Aging 10X RNA-seq gene expression \n",
"\n",
"In this notebook we'll explore some gene expressions and combine them with the cell metadata we showed in the previous [clustering analysis tutorial](https://alleninstitute.github.io/abc_atlas_access/notebooks/Zeng_Aging_Mouse_clustering_analysis_and_annotation.html).\n",
"\n",
"You need to be either connected to the internet or connected to a cache that has the aging data downloaded already and have already downloaded the example data via the getting started notebook to run this notebook. "
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"import anndata\n",
"from pathlib import Path\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib.colors as colors\n",
"from typing import Optional, Tuple\n",
"\n",
"from abc_atlas_access.abc_atlas_cache.abc_project_cache import AbcProjectCache"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We will interact with the data using the **AbcProjectCache**. This cache object tracks which data has been downloaded and serves the path to the requested data on disk. For metadata, the cache can also directly serve up a Pandas Dataframe. See the [``getting_started``](https://alleninstitute.github.io/abc_atlas_access/notebooks/getting_started.html) notebook for more details on using the cache including installing it if it has not already been. \n",
"\n",
"**Change the download_base variable to where you have downloaded the data in your system.** "
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'releases/20241130/manifest.json'"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"download_base = Path('../../data/abc_atlas')\n",
"abc_cache = AbcProjectCache.from_cache_dir(download_base)\n",
"\n",
"abc_cache.current_manifest"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Create the expanded cell metadata as was done previously in the [cluster annotation tutorial](https://alleninstitute.github.io/abc_atlas_access/notebooks/Zeng_Aging_Mouse_clustering_analysis_and_annotation.html). "
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
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" cell_barcode gene_count umi_count \\\n",
"cell_label \n",
"GCCTGTTGTGAATTAG-135_B01 GCCTGTTGTGAATTAG 6777 37834.0 \n",
"TCCGAAAGTGAAGCGT-761_A04 TCCGAAAGTGAAGCGT 3396 9585.0 \n",
"TTACCATGTCGTGGTC-327_A06 TTACCATGTCGTGGTC 4294 10527.0 \n",
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"\n",
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"\n",
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"TTACCATGTCGTGGTC-327_A06 False \n",
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"\n",
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"\n",
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"cell_label \n",
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"\n",
" cluster_age_bias max_region_of_interest_color \\\n",
"cell_label \n",
"GCCTGTTGTGAATTAG-135_B01 unassigned #80CDF8 \n",
"TCCGAAAGTGAAGCGT-761_A04 unassigned #8599CC \n",
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"\n",
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"ACGGGTCGTACGAGCA-385_D06 #DADEDF \n",
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"\n",
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"cell_label \n",
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"TTACCATGTCGTGGTC-327_A06 No-NT \n",
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"\n",
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"cell_label \n",
"GCCTGTTGTGAATTAG-135_B01 GABA #FF3358 \n",
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},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Load the cell metadata.\n",
"cell = abc_cache.get_metadata_dataframe(\n",
" directory='Zeng-Aging-Mouse-10Xv3',\n",
" file_name='cell_metadata',\n",
" dtype={'cell_label': str,\n",
" 'wmb_cluster_alias': 'Int64'}\n",
")\n",
"cell.set_index('cell_label', inplace=True)\n",
"\n",
"cell_colors = abc_cache.get_metadata_dataframe(\n",
" directory='Zeng-Aging-Mouse-10Xv3',\n",
" file_name='cell_annotation_colors'\n",
").set_index('cell_label')\n",
"\n",
"cluster_info = abc_cache.get_metadata_dataframe(\n",
" directory='Zeng-Aging-Mouse-10Xv3',\n",
" file_name='cluster'\n",
").set_index('cluster_alias')\n",
"\n",
"cell_cluster_mapping = abc_cache.get_metadata_dataframe(\n",
" directory='Zeng-Aging-Mouse-WMB-taxonomy',\n",
" file_name='cell_cluster_mapping_annotations'\n",
").set_index('cell_label')\n",
"cell_cluster_mapping.head()\n",
"\n",
"# Join on the cell_label index.\n",
"cell_extended = cell.join(cell_cluster_mapping, rsuffix='_cl_map')\n",
"cell_extended = cell_extended.join(cell_colors, rsuffix='_cl_colors')\n",
"# Join the cluster information in by joining on the Aging dataset's cluster_alias column.\n",
"cell_extended = cell_extended.join(cluster_info, on='cluster_alias', rsuffix='_cl_info')\n",
"\n",
"# Quick run through to drop duplicated columns\n",
"drop_cols = []\n",
"for col in cell_extended.columns:\n",
" if col.endswith(('_cl_map', '_cl_colors', '_cl_info')):\n",
" drop_cols.append(col)\n",
"cell_extended.drop(columns=drop_cols, inplace=True)\n",
"\n",
"# The dataset is sorted on cell_label by default, this causes some plotting weirdness\n",
"# due to all \"adult\" cells being first in the order. Below we scrabble the DataFrame\n",
"# to better reproduce plots from the paper.\n",
"cell_extended = cell_extended.sample(frac=1, random_state=12345)\n",
"\n",
"del cell\n",
"del cell_colors\n",
"del cell_cluster_mapping\n",
"del cluster_info\n",
"\n",
"cell_extended.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Single cell transcriptomes \n",
"\n",
"The ~1.2 million cell dataset of Aging Mouse is contained in one gene expression matrix for each of the raw and log2 normalized data. Each matrix file is formatted as an annadata, h5ad file with minimal metadata. \n",
"\n",
"Below we show some interactions with data from the 10X expression matrices in the Aging Mouse dataset. For a deeper dive into how to access specific gene data from the expression matrices, se the [``general_acessing_10x_snRNASeq_tutorial.ipynb``](https://alleninstitute.github.io/abc_atlas_access/notebooks/general_accessing_10x_snRNASeq_tutorial.html) notebook. Below we will use precomputed metadata from these matrices to look at gene expression both in relation to different neurotransmitters and locations across the brain. \n",
"\n",
"First, we list the available metadata in the Zeng-Aging-Mouse-10Xv3 dataset again. The file we will be using in this part of the tutorial is the ``example_genes_all_cells_expression`` table. We will load the genes from the WMB-10X dataset as the genes for the aging data are identical.\n",
"\n",
"The table below holds metadata for all genes sequenced in the dataset."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Number of genes = 32285\n"
]
},
{
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" gene_symbol name \\\n",
"gene_identifier \n",
"ENSMUSG00000051951 Xkr4 X-linked Kx blood group related 4 \n",
"ENSMUSG00000089699 Gm1992 predicted gene 1992 \n",
"ENSMUSG00000102331 Gm19938 predicted gene, 19938 \n",
"ENSMUSG00000102343 Gm37381 predicted gene, 37381 \n",
"ENSMUSG00000025900 Rp1 retinitis pigmentosa 1 (human) \n",
"\n",
" mapped_ncbi_identifier comment \n",
"gene_identifier \n",
"ENSMUSG00000051951 NCBIGene:497097 NaN \n",
"ENSMUSG00000089699 NaN NaN \n",
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},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"gene = abc_cache.get_metadata_dataframe(directory='WMB-10X', file_name='gene').set_index('gene_identifier')\n",
"print(\"Number of genes = \", len(gene))\n",
"gene.head(5)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We'll skip accessing these data from the expression matrices specifically for now, however, users can learn how to access specific genes from the released expression matrices in the[``general_acessing_10x_snRNASeq_tutorial.ipynb``](https://alleninstitute.github.io/abc_atlas_access/notebooks/general_accessing_10x_snRNASeq_tutorial.html) notebook. \n",
"\n",
"The precomputed table below contains expressions for the genes Slc17a7, Slc17a6, Slc17a8, Slc32a1, Slc6a5, Slc6a3, Slc6a4, and 'Tac2 for all cells across the Aging Mouse dataset. We then join this with our previously created cell_extended pandas DataFrame from this tutorial. "
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"gene_names = ['Slc17a7', 'Slc17a6', 'Slc17a8', 'Slc32a1', 'Slc6a5', 'Slc6a3', 'Slc6a4', 'Tac2']\n",
"example_genes = abc_cache.get_metadata_dataframe(\n",
" directory='Zeng-Aging-Mouse-10Xv3',\n",
" file_name='example_genes_all_cells_expression'\n",
").set_index('cell_label')"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
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0.0
\n",
"
0.0
\n",
"
\n",
"
\n",
"
TCCGAAAGTGAAGCGT-761_A04
\n",
"
TCCGAAAGTGAAGCGT
\n",
"
3396
\n",
"
9585.0
\n",
"
0.030303
\n",
"
14.007499
\n",
"
-0.220336
\n",
"
817
\n",
"
False
\n",
"
<NA>
\n",
"
L8TX_210805_01_H01
\n",
"
...
\n",
"
No-NT
\n",
"
#666666
\n",
"
0.000000
\n",
"
0.000000
\n",
"
0.0
\n",
"
0.000000
\n",
"
0.0
\n",
"
0.0
\n",
"
0.0
\n",
"
0.0
\n",
"
\n",
"
\n",
"
TTACCATGTCGTGGTC-327_A06
\n",
"
TTACCATGTCGTGGTC
\n",
"
4294
\n",
"
10527.0
\n",
"
0.020000
\n",
"
6.550781
\n",
"
-1.378886
\n",
"
804
\n",
"
False
\n",
"
<NA>
\n",
"
L8TX_200813_01_H10
\n",
"
...
\n",
"
No-NT
\n",
"
#666666
\n",
"
0.000000
\n",
"
0.000000
\n",
"
0.0
\n",
"
0.000000
\n",
"
0.0
\n",
"
0.0
\n",
"
0.0
\n",
"
0.0
\n",
"
\n",
"
\n",
"
ACGGGTCGTACGAGCA-385_D06
\n",
"
ACGGGTCGTACGAGCA
\n",
"
2943
\n",
"
6957.0
\n",
"
0.000000
\n",
"
13.650183
\n",
"
0.289086
\n",
"
817
\n",
"
False
\n",
"
<NA>
\n",
"
L8TX_201008_01_A12
\n",
"
...
\n",
"
No-NT
\n",
"
#666666
\n",
"
0.000000
\n",
"
0.000000
\n",
"
0.0
\n",
"
0.000000
\n",
"
0.0
\n",
"
0.0
\n",
"
0.0
\n",
"
0.0
\n",
"
\n",
"
\n",
"
CTTAGGATCTGTCCCA-301_B04
\n",
"
CTTAGGATCTGTCCCA
\n",
"
7907
\n",
"
47406.0
\n",
"
0.037037
\n",
"
6.583878
\n",
"
-10.639808
\n",
"
152
\n",
"
False
\n",
"
<NA>
\n",
"
L8TX_200723_01_B10
\n",
"
...
\n",
"
Glut
\n",
"
#2B93DF
\n",
"
4.465607
\n",
"
8.794357
\n",
"
0.0
\n",
"
7.864422
\n",
"
0.0
\n",
"
0.0
\n",
"
0.0
\n",
"
0.0
\n",
"
\n",
" \n",
"
\n",
"
5 rows × 68 columns
\n",
"
"
],
"text/plain": [
" cell_barcode gene_count umi_count \\\n",
"cell_label \n",
"GCCTGTTGTGAATTAG-135_B01 GCCTGTTGTGAATTAG 6777 37834.0 \n",
"TCCGAAAGTGAAGCGT-761_A04 TCCGAAAGTGAAGCGT 3396 9585.0 \n",
"TTACCATGTCGTGGTC-327_A06 TTACCATGTCGTGGTC 4294 10527.0 \n",
"ACGGGTCGTACGAGCA-385_D06 ACGGGTCGTACGAGCA 2943 6957.0 \n",
"CTTAGGATCTGTCCCA-301_B04 CTTAGGATCTGTCCCA 7907 47406.0 \n",
"\n",
" doublet_score x y cluster_alias \\\n",
"cell_label \n",
"GCCTGTTGTGAATTAG-135_B01 0.200000 -1.185296 1.881103 278 \n",
"TCCGAAAGTGAAGCGT-761_A04 0.030303 14.007499 -0.220336 817 \n",
"TTACCATGTCGTGGTC-327_A06 0.020000 6.550781 -1.378886 804 \n",
"ACGGGTCGTACGAGCA-385_D06 0.000000 13.650183 0.289086 817 \n",
"CTTAGGATCTGTCCCA-301_B04 0.037037 6.583878 -10.639808 152 \n",
"\n",
" cell_in_wmb_study wmb_cluster_alias \\\n",
"cell_label \n",
"GCCTGTTGTGAATTAG-135_B01 True 1079 \n",
"TCCGAAAGTGAAGCGT-761_A04 False \n",
"TTACCATGTCGTGGTC-327_A06 False \n",
"ACGGGTCGTACGAGCA-385_D06 False \n",
"CTTAGGATCTGTCCCA-301_B04 False \n",
"\n",
" library_label ... neurotransmitter_label \\\n",
"cell_label ... \n",
"GCCTGTTGTGAATTAG-135_B01 L8TX_190716_01_D07 ... GABA \n",
"TCCGAAAGTGAAGCGT-761_A04 L8TX_210805_01_H01 ... No-NT \n",
"TTACCATGTCGTGGTC-327_A06 L8TX_200813_01_H10 ... No-NT \n",
"ACGGGTCGTACGAGCA-385_D06 L8TX_201008_01_A12 ... No-NT \n",
"CTTAGGATCTGTCCCA-301_B04 L8TX_200723_01_B10 ... Glut \n",
"\n",
" neurotransmitter_color Slc32a1 Slc17a7 Slc6a5 \\\n",
"cell_label \n",
"GCCTGTTGTGAATTAG-135_B01 #FF3358 7.900150 0.000000 0.0 \n",
"TCCGAAAGTGAAGCGT-761_A04 #666666 0.000000 0.000000 0.0 \n",
"TTACCATGTCGTGGTC-327_A06 #666666 0.000000 0.000000 0.0 \n",
"ACGGGTCGTACGAGCA-385_D06 #666666 0.000000 0.000000 0.0 \n",
"CTTAGGATCTGTCCCA-301_B04 #2B93DF 4.465607 8.794357 0.0 \n",
"\n",
" Slc17a6 Slc17a8 Tac2 Slc6a4 Slc6a3 \n",
"cell_label \n",
"GCCTGTTGTGAATTAG-135_B01 0.000000 0.0 0.0 0.0 0.0 \n",
"TCCGAAAGTGAAGCGT-761_A04 0.000000 0.0 0.0 0.0 0.0 \n",
"TTACCATGTCGTGGTC-327_A06 0.000000 0.0 0.0 0.0 0.0 \n",
"ACGGGTCGTACGAGCA-385_D06 0.000000 0.0 0.0 0.0 0.0 \n",
"CTTAGGATCTGTCCCA-301_B04 7.864422 0.0 0.0 0.0 0.0 \n",
"\n",
"[5 rows x 68 columns]"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cell_extended_with_genes = cell_extended.join(example_genes)\n",
"cell_extended_with_genes.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Example use cases"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"During analysis, clusters were assigned neurotransmitter identities based on the expression of canonical neurotransmitter transporter genes. In this example, we create a DataFrame comprising of expression of the 9 solute carrier family genes for all the cells in the dataset. We then group the cells by the assigned neurotransmitter class and compute the mean expression for each group. We will define a simple helper function to visualize the expression as a heatmap. \n",
"\n",
"Below we define a helper function *aggregate_by_metadata* to compute the average expression for a given category and later *plot_umap* to plot cells in a UMAP colorized by metadata or expression values like what was used in the [previous tutorial](https://alleninstitute.github.io/abc_atlas_access/notebooks/Zeng_Aging_Mouse_clustering_analysis_and_annotation.html)."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"def aggregate_by_metadata(df, gnames, value, sort = False):\n",
" grouped = df.groupby(value)[gnames].mean()\n",
" if sort:\n",
" grouped = grouped.sort_values(by=gnames[0], ascending=False)\n",
" return grouped"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Expression of selected genes in the whole brain\n",
"\n",
"The helper function below creates a heatmap showing the relation between various parameters in the combined cell metadata and the genes we loaded. For the default colormap used, darker colors equate to a higher expression."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"def plot_heatmap(df, fig_width=8, fig_height=4, cmap=plt.cm.magma_r, vmin=None, vmax=None) :\n",
"\n",
" arr = df.to_numpy().astype('float')\n",
"\n",
" fig, ax = plt.subplots()\n",
" fig.set_size_inches(fig_width, fig_height)\n",
"\n",
" im = ax.imshow(arr, cmap=cmap, aspect='auto', vmin=vmin, vmax=vmax)\n",
" xlabs = df.columns.values\n",
" ylabs = df.index.values\n",
"\n",
" ax.set_xticks(range(len(xlabs)))\n",
" ax.set_xticklabels(xlabs)\n",
"\n",
" ax.set_yticks(range(len(ylabs)))\n",
" res = ax.set_yticklabels(ylabs)\n",
" \n",
" return im"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Below, we plot the expression of the genes we’ve selected for this example. We show the genes vs neurotransmitter type/identity. As expected, the genes associated with the various neurotransmitter express as expected. "
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
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99FFJksfj0ccff6xBgwZJkgYNGqRZs2YpNzfX57k5OTne54aGhmr48OF6++231bBhQ+8+BQUFmjp1qvdYN998sxYvXqxt27addd7k5GTl5OR4H1lZWdZrAAAAAP8L2KAuzooVK5SRkaEWLVooLy9P0uk3EDZs2FCtW7eWJLVp00b169fXzJkzfZ4bFRWljIwMZWRkKD09XWPHjtWwYcP0+eefe/eZP3++jhw5ol69ekk6HfDdu3cv9r7sM5xOp1wul88DAAAAgS/E3wOUVXx8vBwOR6E3DMbFxUmSwsPDvdtSU1O1bt06hYT8/9MtKCjQ5MmTNXToUO+2oKAgxcfHe79u1aqV0tLS9MILL3jvx05NTdWBAwd8jl9QUKA1a9bo6aefVlBQpfsZBQAAAGcRsEFdvXp1de/eXRMnTtS9995b7H3Ua9eu1apVq7Rw4UJVq1bNu/3AgQO65pprtH79ejVt2rTY1wkODtaxY8cknb5ve86cOfrwww/VokUL7z75+fn605/+pLS0NPXs2bOczhAAAACBIGCDWpImTZqkxMREJSQkKCUlRa1atVJQUJBWrlyp9evXq3379kpNTdWVV16pzp07F3p+hw4dlJqa6v1camOMdu/eLUk6duyY5s+fr6+//lpPPfWUJOndd99V9erVlZSU5POGR0nq1auXUlNTCWoAAICLTEAHdcOGDb33OicnJ2vnzp1yOp1q3ry5Hn74Yd19992Ki4vzvjnxj/r376/x48dr7Nixkk6/ebFOnTqSTt/zXL9+fY0ZM8b7/MmTJ6tfv36FYvrMsf7+979r3759qlGjxnk6YwAAAFQ0DmOM8fcQFyOPxyO3262D/31brqjwcz8BkiQTFeXvEQKSKeaWKBSvb+1v/T1CQJqzt5u/RwBQDMee3f4eIeB4Dh9VteZ3KScn56wfKME76AAAAAALBDUAAABggaAGAAAALBDUAAAAgAWCGgAAALBAUAMAAAAWCGoAAADAAkENAAAAWCCoAQAAAAsENQAAAGCBoAYAAAAsENQAAACABYIaAAAAsEBQAwAAABYIagAAAMACQQ0AAABYIKgBAAAACwQ1AAAAYIGgBgAAACwQ1AAAAIAFghoAAACwQFADAAAAFghqAAAAwAJBDQAAAFggqAEAAAALBDUAAABgIcTfA1zsCmrXUoErwt9jBIygDRv9PUJAMo3i/T1CwPGY4/4eISB90GGRv0cIOLf81NXfIwSmkyf8PUHAMbVj/D1CwDHhR0q0H1eoAQAAAAsENQAAAGCBoAYAAAAsENQAAACABYIaAAAAsEBQAwAAABYIagAAAMACQQ0AAABYIKgBAAAACwQ1AAAAYIGgBgAAACwQ1AAAAIAFghoAAACwQFADAAAAFghqAAAAwAJBDQAAAFggqAEAAAALBDUAAABggaAGAAAALBDUAAAAgAWCGgAAALBAUAMAAAAWCGoAAADAAkENAAAAWCCoAQAAAAsENQAAAGCBoAYAAAAsENQAAACABYIaAAAAsEBQ/z8pKSlq06aNv8cAAABAgClTUO/evVv333+/4uPjFRYWptq1aysxMVFvvvmmjh496rPvuHHjFBwcrJdeeqnQcaZOnSqHw+F9REZGqn379vr000+LfN0ZM2YoODhYI0eOLNW8n3zyia699lpdcsklCg8PV5MmTXTHHXcoPT29VMcBAAAA/qjUQb1161a1bdtWaWlpGjt2rNLT07Vs2TKNGjVKX3zxhb755huf/SdPnqxRo0Zp8uTJRR7P5XIpOztb2dnZSk9PV48ePZSUlKQNGzYU2jc1NVWjRo3SjBkzdPz48RLN++ijj2rAgAFq06aN5s6dqw0bNuiDDz5QXFyckpOTS3v6AAAAgI9SB/WIESMUEhKiVatWKSkpSc2aNVNcXJz69u2rL7/8Un369PHuu2jRIh07dkxjxoyRx+PR0qVLCx3P4XAoJiZGMTExatSokZ599lkFBQVpzZo1Pvtt27ZNS5cu1WOPPabGjRsXexX795YvX64XX3xRL7/8sl5++WVdffXVuuyyy9S+fXs9+eSTmjdvXpHP+/7771WlShXt3r3bZ/sDDzygq6++2vv1kiVLdM0116hq1aq65JJL1KNHDx08ePCccwEAAKDyKFVQ79+/X2lpaRo5cqQiIiKK3MfhcHh/nZqaqoEDB6pKlSoaOHCgUlNTz3r8/Px8TZs2TZLUrl07n+9NmTJFvXv3ltvt1qBBg855LOn0LSKRkZEaMWLEOWf9vc6dOysuLk7vvvuud9vJkyf1/vvv64477pAkZWRk6LrrrlPz5s21bNkyLV68WH369FF+fn6Rx8zLy5PH4/F5AAAAIPCVKqg3b94sY4yaNGnis71GjRqKjIxUZGSkHn30UUmSx+PRxx9/rEGDBkmSBg0apFmzZik3N9fnuTk5Od7nhoaGavjw4Xr77bfVsGFD7z4FBQWaOnWq91g333yzFi9erG3btp113o0bNyouLk4hISHebS+//LL39SIjI5WTk1Pkc4cOHaopU6Z4v/788891/PhxJSUlSZJefPFFJSQkaNKkSWrdurVatGihe+65RzVq1CjyeOPGjZPb7fY+YmNjzzo7AAAAAkO5fMrHihUrlJGRoRYtWigvL0/S6avDDRs2VOvWrSVJbdq0Uf369TVz5kyf50ZFRSkjI0MZGRlKT0/X2LFjNWzYMH3++efefebPn68jR46oV69ekk4HfPfu3b33Zf/www8+kfz+++8XO+sdd9yhjIwMvfXWWzpy5IiMMUXuN2TIEG3evFnLly+XdPoNlElJSd4r82euUJdUcnKycnJyvI+srKwSPxcAAAAVV8i5d/n/4uPj5XA4Cr1hMC4uTpIUHh7u3Zaamqp169b5XB0uKCjQ5MmTNXToUO+2oKAgxcfHe79u1aqV0tLS9MILL3jvx05NTdWBAwd8jl9QUKA1a9bo6aefVkJCgjIyMrzfq127tiSpUaNGWrx4sU6ePKkqVapIkqKjoxUdHa2dO3ee9Vxr1aqlPn36aMqUKbr88ss1b948LVy40Pv9389SEk6nU06ns1TPAQAAQMVXqivU1atXV/fu3TVx4kQdOXKk2P3Wrl2rVatWaeHChd6rzxkZGVq4cKGWLVum9evXn/V1goODdezYMUmn79ueM2eOPvzwQ59jpaen6+DBg0pLS1N4eLji4+O9j6ioKEnSwIEDlZubq0mTJpXmNL3uvPNOzZw503sLSmJiovd7rVq10oIFC8p0XAAAAFQepbpCLUmTJk1SYmKiEhISlJKSolatWikoKEgrV67U+vXr1b59e6WmpurKK69U586dCz2/Q4cOSk1N9X4utTHG+2kax44d0/z58/X111/rqaeekiS9++67ql69upKSkgq9ibBXr15KTU1Vz549i5y1Y8eOeuihh/TQQw/pf//7n/76178qNjZW2dnZSk1NlcPhUFBQ8T9T9OjRQy6XS88++6zGjBnj873k5GS1bNlSI0aM0LBhwxQaGqrvvvtON910U7H3UQMAAKDyKfU91A0bNlR6erq6deum5ORktW7dWgkJCZowYYIefvhhjR49Wu+995769+9f5PP79++v6dOn6+TJk5JOv3mxTp06qlOnjpo1a6bx48drzJgxeuKJJySd/hzrfv36FfmJHP3799fcuXO1b9++Yuf997//rQ8++EDp6em6/vrr1ahRI910000qKCjQsmXL5HK5in1uUFCQhgwZovz8fA0ePNjne40bN1ZaWppWr16tK6+8Uh07dtScOXN8bnEBAABA5ecwxb0rD5JOf9rHb7/9prlz55brcT0ej9xut/b/NlsuV9EfQYjCgjZs9PcIAamgUfy5d4KPrjFf+XuEgHRXgyh/jxBwbvmpq79HCEwnT/h7gsATzEW/0vJ4jqh6jRuUk5Nz1ouwrGwxcnJytHbtWn3wwQflHtMAAACoPAjqYvTt21crVqzQsGHD1L17d3+PAwAAgAqKoC7G7z8iDwAAAChOufwfuwAAAAAXK4IaAAAAsEBQAwAAABYIagAAAMACQQ0AAABYIKgBAAAACwQ1AAAAYIGgBgAAACwQ1AAAAIAFghoAAACwQFADAAAAFghqAAAAwAJBDQAAAFggqAEAAAALBDUAAABggaAGAAAALBDUAAAAgAWCGgAAALBAUAMAAAAWCGoAAADAAkENAAAAWCCoAQAAAAsENQAAAGCBoAYAAAAshPh7gItdcpvlCg0K8/cYAeOxtjv9PUJAipkR5+8RAs7CXX/29wgByTj58wwXSJVQf08QeE6e8PcEgSf/VIl24wo1AAAAYIGgBgAAACwQ1AAAAIAFghoAAACwQFADAAAAFghqAAAAwAJBDQAAAFggqAEAAAALBDUAAABggaAGAAAALBDUAAAAgAWCGgAAALBAUAMAAAAWCGoAAADAAkENAAAAWCCoAQAAAAsENQAAAGCBoAYAAAAsENQAAACABYIaAAAAsEBQAwAAABYIagAAAMACQQ0AAABYIKgBAAAACwQ1AAAAYIGgBgAAACwQ1AAAAIAFghoAAACwQFADAAAAFgjqP3A4HJo9e7a/xwAAAECAuKiCevfu3br//vsVHx+vsLAw1a5dW4mJiXrzzTd19OjRMh1z6tSpio6OLt9BAQAAEDBC/D3AhbJ161YlJiYqOjpaY8eOVcuWLeV0OrV27Vq9/fbbqlu3rm644QZ/jwkAAIAAc9EE9YgRIxQSEqJVq1YpIiLCuz0uLk59+/aVMabQcxYuXKiuXbvq4MGD3qvQGRkZatu2rbZt26bt27fr9ttvl3T6VhFJGj16tFJSUgodKy8vT3l5ed6vPR5POZ4dAAAA/OWiuOVj//79SktL08iRI31i+vfOBHFpdOrUSa+++qpcLpeys7OVnZ2thx9+uMh9x40bJ7fb7X3ExsaW+vUAAABQ8VwUQb1582YZY9SkSROf7TVq1FBkZKQiIyP16KOPlvq4oaGhcrvdcjgciomJUUxMjCIjI4vcNzk5WTk5Od5HVlZWmc4FAAAAFctFc8tHUVasWKGCggLdeuutPrdjnA9Op1NOp/O8vgYAAAAuvIsiqOPj4+VwOLRhwwaf7XFxcZKk8PDwIp8XFHT6Av7v768+efLkeZoSAAAAgeiiuOWjevXq6t69uyZOnKgjR46U+Hk1a9aUJGVnZ3u3ZWRk+OwTGhqq/Pz8cpkTAAAAgeeiCGpJmjRpkk6dOqWEhATNnDlTmZmZ2rBhg9577z2tX79ewcHBhZ4THx+v2NhYpaSkaNOmTfryyy81fvx4n30aNGig3NxcLViwQPv27Svz51kDAAAgMF00Qd2wYUOlp6erW7duSk5OVuvWrZWQkKAJEybo4Ycf1jPPPFPoOVWqVNGMGTO0fv16tWrVSi+88IKeffZZn306deqkYcOGacCAAapZs6ZefPHFC3VKAAAAqAAcpqgPYMZ55/F45Ha7dXfdxxQaFObvcQLGY213+nuEgBQzo7+/R8BFwjj58wyosE6e8PcEAcfjOaLqtf+qnJwcuVyuYve7aK5QAwAAAOcDQQ0AAABYIKgBAAAACwQ1AAAAYIGgBgAAACwQ1AAAAIAFghoAAACwQFADAAAAFghqAAAAwAJBDQAAAFggqAEAAAALBDUAAABggaAGAAAALBDUAAAAgAWCGgAAALBAUAMAAAAWCGoAAADAAkENAAAAWCCoAQAAAAsENQAAAGCBoAYAAAAsENQAAACABYIaAAAAsEBQAwAAABYIagAAAMACQQ0AAABYCPH3ABe7579vLldUVX+PETCCfjzp7xECUkbvr/09QsB5NdPt7xEC0uQN7fw9QsAxzjB/jxCYgkmY0gratcvfIwScoMPHSrbfeZ4DAAAAqNQIagAAAMACQQ0AAABYIKgBAAAACwQ1AAAAYIGgBgAAACwQ1AAAAIAFghoAAACwQFADAAAAFghqAAAAwAJBDQAAAFggqAEAAAALBDUAAABggaAGAAAALBDUAAAAgAWCGgAAALBAUAMAAAAWCGoAAADAAkENAAAAWCCoAQAAAAsENQAAAGCBoAYAAAAsENQAAACABYIaAAAAsEBQAwAAABYIagAAAMACQQ0AAABYIKgBAAAACwQ1AAAAYOG8BrXD4dDs2bPP50sAAAAAflXmoN69e7fuv/9+xcfHKywsTLVr11ZiYqLefPNNHT16tEzHnDp1qqKjo0u8/4kTJ/TSSy+pXbt2ioiIkNvtVuvWrfXkk09q165dhfZftmyZgoOD1bt370Lf2759uxwOh/cRGhqq+Ph4PfvsszLGFNp/586dCg0N1RVXXFGqcwQAAEDlUqag3rp1q9q2bau0tDSNHTtW6enpWrZsmUaNGqUvvvhC33zzTXnPWUheXp66d++usWPHasiQIfr++++1du1avf7669q3b58mTJhQ6Dmpqam699579f333xcZ3JL0zTffKDs7W5s2bdLTTz+t5557TpMnTy6039SpU5WUlCSPx6Mff/yx3M8PAAAAgSGkLE8aMWKEQkJCtGrVKkVERHi3x8XFqW/fvkVe0V24cKG6du2qgwcPeq9CZ2RkqG3bttq2bZu2b9+u22+/XdLpW0UkafTo0UpJSSlyhldeeUWLFy/WqlWr1LZtW+/2yy67TF26dCk0Q25urmbOnKlVq1Zp9+7dmjp1qh5//PFCx61evbpiYmIkSfXr19eUKVP0888/a+jQod59jDGaMmWKJk2apHr16ik1NVVXXXVVCVYOAAAAlU2pr1Dv379faWlpGjlypE9M/96ZIC6NTp066dVXX5XL5VJ2drays7P18MMPF7v/jBkz1L17d5+YPtsMs2bNUtOmTdWkSRMNGjRIkydPLjL8f2/VqlX66aefCsXyd999p6NHj6pbt24aNGiQPvzwQx05cuSsx8rLy5PH4/F5AAAAIPCVOqg3b94sY4yaNGnis71GjRqKjIxUZGSkHn300VIPEhoaKrfbLYfDoZiYGMXExCgyMrLY/Tdu3Fhohn79+nln6NSpk8/3UlNTNWjQIElSz549lZOTo0WLFhU6bqdOnRQZGanQ0FB16NBBSUlJGjx4cKFj3XzzzQoODtYVV1yhuLg4ffTRR2c9v3HjxsntdnsfsbGxZ90fAAAAgaHcPuVjxYoVysjIUIsWLZSXl1deh9XYsWO9kRwZGakdO3YUu++kSZOUkZGhO+64w+eNkRs2bNCKFSs0cOBASVJISIgGDBig1NTUQseYOXOmMjIytHr1as2aNUtz5szRY4895v3+oUOH9Omnn3rjXJIGDRpU5LF+Lzk5WTk5Od5HVlZWidcAAAAAFVep76GOj4+Xw+HQhg0bfLbHxcVJksLDw4t8XlDQ6Xb//W0WJ0+ePOfrDRs2TElJSd6vL730UklSo0aNCs1Qp04dSVK1atV8tqempurUqVPe556Zw+l0auLEiXK73d7tsbGxio+PlyQ1a9ZMW7Zs0b/+9S+lpKQoLCxMH3zwgY4fP+5zG4gxRgUFBdq4caMaN25c5Hk4nU45nc5zni8AAAACS6mvUFevXl3du3fXxIkTz3nf8O/VrFlTkpSdne3dlpGR4bNPaGio8vPzfbZVq1ZN8fHx3kdIyOmfAQYOHKj58+crPT39rK976tQpTZ8+XePHj1dGRob3sXr1al166aWaMWPGWZ8fHBysU6dO6cSJE5JOx/lDDz1U6FhXX311kZ8GAgAAgMqtTLd8TJo0SadOnVJCQoJmzpypzMxMbdiwQe+9957Wr1+v4ODgQs+Jj49XbGysUlJStGnTJn355ZcaP368zz4NGjRQbm6uFixYoH379p3186z/+c9/qmPHjrruuuv02muv6eeff9a2bdv09ddfa968ed4ZvvjiCx08eFBDhw7VFVdc4fPo379/oVs19u/fr927d2vnzp2aN2+eXnvtNXXt2lUul0sZGRn6+eefdeeddxY61sCBAzVt2jSdOnWqLEsKAACAAFWmoG7YsKHS09PVrVs3JScnq3Xr1kpISNCECRP08MMP65lnnin0nCpVqmjGjBlav369WrVqpRdeeEHPPvuszz6dOnXSsGHDNGDAANWsWVMvvvhisTOEhYVpwYIFevTRRzVlyhT96U9/UrNmzfTAAw8oMTHR+//QmJqaqm7duvnc1nFG//79tWrVKq1Zs8a7rVu3bqpTp44aNGigu+++W7169dLMmTO9x2revLmaNm1a6Fj9+vXT3r179Z///KdEawgAAIDKwWHO9dlxOC88Ho/cbrcObJkuV1RVf48TMIJ+PPstPihaxviS356F017NLPxDOM5t8oZ2/h4h4BhnmL9HCEzBZfq/0rioBWUV/8EOKJrn8DFd0maEcnJy5HK5it2v3D7lAwAAALgYEdQAAACABYIaAAAAsEBQAwAAABYIagAAAMACQQ0AAABYIKgBAAAACwQ1AAAAYIGgBgAAACwQ1AAAAIAFghoAAACwQFADAAAAFghqAAAAwAJBDQAAAFggqAEAAAALBDUAAABggaAGAAAALBDUAAAAgAWCGgAAALBAUAMAAAAWCGoAAADAAkENAAAAWCCoAQAAAAsENQAAAGCBoAYAAAAsENQAAACABYIaAAAAsBDi7wEuduaSajKuCH+PETDM5fX8PUJAapnW2N8jBJwpa9f6e4SAVBDp8vcIgaegwN8T4CJRUI+/Q0urwHOkRPtxhRoAAACwQFADAAAAFghqAAAAwAJBDQAAAFggqAEAAAALBDUAAABggaAGAAAALBDUAAAAgAWCGgAAALBAUAMAAAAWCGoAAADAAkENAAAAWCCoAQAAAAsENQAAAGCBoAYAAAAsENQAAACABYIaAAAAsEBQAwAAABYIagAAAMACQQ0AAABYIKgBAAAACwQ1AAAAYIGgBgAAACwQ1AAAAIAFghoAAACwQFADAAAAFghqAAAAwAJBDQAAAFggqIswdepURUdH+3sMAAAABICLLqiHDBmiG2+8sdD2hQsXyuFw6NChQxowYIA2btxYouMR3wAAABe3EH8PUBGFh4crPDzc32MAAAAgAFx0V6hL4o9XnVevXq2uXbsqKipKLpdL7du316pVq7Rw4ULdfvvtysnJkcPhkMPhUEpKit/mBgAAwIXHFeoSuPXWW9W2bVu9+eabCg4OVkZGhqpUqaJOnTrp1Vdf1VNPPaUNGzZIkiIjI4s8Rl5envLy8rxfezyeCzI7AAAAzq+LMqi/+OKLQuGbn59f7P47duzQI488oqZNm0qSGjVq5P2e2+2Ww+FQTEzMWV9z3Lhxevrppy2mBgAAQEV0Ud7y0bVrV2VkZPg83nnnnWL3f/DBB3XnnXeqW7duev7557Vly5ZSv2ZycrJycnK8j6ysLJtTAAAAQAVxUQZ1RESE4uPjfR5169Ytdv+UlBStW7dOvXv31rfffqvmzZvrs88+K9VrOp1OuVwunwcAAAAC30UZ1GXRuHFj/fOf/1RaWpr++te/asqUKZKk0NDQs94uAgAAgMqNoD6HY8eO6Z577tHChQv1v//9T0uWLNHKlSvVrFkzSVKDBg2Um5urBQsWaN++fTp69KifJwYAAMCFRFCfQ3BwsPbv36/BgwercePGSkpK0l/+8hfvGww7deqkYcOGacCAAapZs6ZefPFFP08MAACAC8lhjDH+HuJi5PF45Ha7tf/AF3K5Ivw9TsAIWr/e3yMEpILGjf09QsAJWrvW3yMEpILWrf09QuApKPD3BLhYGH6vlZbHc0TVa96onJycs77/jSvUAAAAgAWCGgAAALBAUAMAAAAWCGoAAADAAkENAAAAWCCoAQAAAAsENQAAAGCBoAYAAAAsENQAAACABYIaAAAAsEBQAwAAABYIagAAAMACQQ0AAABYIKgBAAAACwQ1AAAAYIGgBgAAACwQ1AAAAIAFghoAAACwQFADAAAAFghqAAAAwAJBDQAAAFggqAEAAAALBDUAAABggaAGAAAALBDUAAAAgAWCGgAAALBAUAMAAAAWQvw9wMUuaNcuBR0O9/cYAcNc3sDfIwSmIH52Li3TtIm/R8DFwhT4e4LAFEzClB5/F5RaCX+fsbIAAACABYIaAAAAsEBQAwAAABYIagAAAMACQQ0AAABYIKgBAAAACwQ1AAAAYIGgBgAAACwQ1AAAAIAFghoAAACwQFADAAAAFghqAAAAwAJBDQAAAFggqAEAAAALBDUAAABggaAGAAAALBDUAAAAgAWCGgAAALBAUAMAAAAWCGoAAADAAkENAAAAWCCoAQAAAAsENQAAAGCBoAYAAAAsENQAAACABYIaAAAAsEBQAwAAABYIagAAAMACQQ0AAABYIKgBAAAACwEX1EOGDJHD4dDzzz/vs3327NlyOBzn/dhn9inu0aBBA6sZAAAAEFgCLqglKSwsTC+88IIOHjx4wY/92muvKTs72/uQpClTpni/XrlyZbnPBAAAgIorIIO6W7duiomJ0bhx44rd55NPPlGLFi3kdDrVoEEDjR8/vlyO7Xa7FRMT431IUnR0tPfrmjVrlv6EAAAAELACMqiDg4M1duxYTZgwQTt37iz0/Z9++klJSUm6+eabtXbtWqWkpOhf//qXpk6dan3sssrLy5PH4/F5AAAAIPAFZFBLUr9+/dSmTRuNHj260PdefvllXXfddfrXv/6lxo0ba8iQIbrnnnv00ksvWR+7rMaNGye32+19xMbGltuxAQAA4D8BG9SS9MILL2jatGnKzMz02Z6ZmanExESfbYmJidq0aZPy8/P1ww8/KDIy0vt4//33S3zsskpOTlZOTo73kZWVVS7HBQAAgH+F+HsAG507d1aPHj2UnJysIUOGlPh5CQkJysjI8H5du3btcjt2cZxOp5xOp/VxAAAAULEEdFBL0vPPP682bdqoSZMm3m3NmjXTkiVLfPZbsmSJGjdurODgYIWHhys+Pr5MxwYAAAB+L+CDumXLlrr11lv1+uuve7c99NBD6tChg5555hkNGDBAy5Yt08SJEzVp0iTrYwMAAAC/F9D3UJ8xZswYFRQUeL9u166dZs2apQ8//FBXXHGFnnrqKY0ZM6ZMt2788dgAAADA7zmMMcbfQ1yMPB6P3G63Dv73bbmiwv09TsAwNWr4e4SAZJxh/h4h4Djyjvt7hIDE77UyyD/l7wkCU3DA/yM7AoDHc0TVq12vnJwcuVyuYverFFeoAQAAAH8hqAEAAAALBDUAAABggaAGAAAALBDUAAAAgAWCGgAAALBAUAMAAAAWCGoAAADAAkENAAAAWCCoAQAAAAsENQAAAGCBoAYAAAAsENQAAACABYIaAAAAsEBQAwAAABYIagAAAMACQQ0AAABYIKgBAAAACwQ1AAAAYIGgBgAAACwQ1AAAAIAFghoAAACwQFADAAAAFghqAAAAwAJBDQAAAFggqAEAAAALIf4e4GJXULuWClwR/h4jYARt2eLvEQLS9Jt3+XuEgDP4hw7+HiEwhZzy9wSBJ5i/isuiSkg3f48QcE6e+sbfI1RaXKEGAAAALBDUAAAAgAWCGgAAALBAUAMAAAAWCGoAAADAAkENAAAAWCCoAQAAAAsENQAAAGCBoAYAAAAsENQAAACABYIaAAAAsEBQAwAAABYIagAAAMACQQ0AAABYIKgBAAAACwQ1AAAAYIGgBgAAACwQ1AAAAIAFghoAAACwQFADAAAAFghqAAAAwAJBDQAAAFggqAEAAAALBDUAAABggaAGAAAALBDUAAAAgAWCGgAAALBAUAMAAAAWCGoAAADAAkENAAAAWKj0Qf3bb79p+PDhuuyyy+R0OhUTE6MePXpoyZIl/h4NAAAAlUCIvwc43/r3768TJ05o2rRpiouL0549e7RgwQLt37+/TMc7ceKEQkNDy3lKAAAABKpKfYX60KFD+uGHH/TCCy+oa9euql+/vq688kolJyfrhhtu8O5z5513qmbNmnK5XLr22mu1evVq7zFSUlLUpk0bvfPOO7r88ssVFhYmSdqxY4f69u2ryMhIuVwuJSUlac+ePX45TwAAAPhPpQ7qyMhIRUZGavbs2crLyytyn5tuukl79+7VvHnz9NNPP6ldu3a67rrrdODAAe8+mzdv1ieffKJPP/1UGRkZKigoUN++fXXgwAEtWrRI8+fP19atWzVgwIBiZ8nLy5PH4/F5AAAAIPBV6qAOCQnR1KlTNW3aNEVHRysxMVGPP/641qxZI0lavHixVqxYoY8++kgJCQlq1KiR/v3vfys6Oloff/yx9zgnTpzQ9OnT1bZtW7Vq1UoLFizQ2rVr9cEHH6h9+/a66qqrNH36dC1atEgrV64scpZx48bJ7XZ7H7GxsRdkDQAAAHB+Veqglk7fQ71r1y7NnTtXPXv21MKFC9WuXTtNnTpVq1evVm5urqpXr+69mh0ZGalt27Zpy5Yt3mPUr19fNWvW9H6dmZmp2NhYnyhu3ry5oqOjlZmZWeQcycnJysnJ8T6ysrLO30kDAADggqn0b0qUpLCwMHXv3l3du3fXv/71L915550aPXq0RowYoTp16mjhwoWFnhMdHe39dUREhPUMTqdTTqfT+jgAAACoWC6KoP6j5s2ba/bs2WrXrp12796tkJAQNWjQoMTPb9asmbKyspSVleW9Sv3LL7/o0KFDat68+XmaGgAAABVRpb7lY//+/br22mv13nvvac2aNdq2bZs++ugjvfjii+rbt6+6deumjh076sYbb1RaWpq2b9+upUuX6oknntCqVauKPW63bt3UsmVL3Xrrrfr555+1YsUKDR48WF26dFFCQsIFPEMAAAD4W6W+Qh0ZGamrrrpKr7zyirZs2aKTJ08qNjZWd911lx5//HE5HA795z//0RNPPKHbb79dv/32m2JiYtS5c2fVrl272OM6HA7NmTNH9957rzp37qygoCD17NlTEyZMuIBnBwAAgIrAYYwx/h7iYuTxeOR2u7X/t9lyuezv0b5YBP3uzaIouWk37/L3CAFn8A8d/D1CQDL/77P6UQrBlfra1nlTJaSbv0cIOCdPfePvEQKOx3NE1atdr5ycHLlcrmL3q9S3fAAAAADnG0ENAAAAWCCoAQAAAAsENQAAAGCBoAYAAAAsENQAAACABYIaAAAAsEBQAwAAABYIagAAAMACQQ0AAABYIKgBAAAACwQ1AAAAYIGgBgAAACwQ1AAAAIAFghoAAACwQFADAAAAFghqAAAAwAJBDQAAAFggqAEAAAALBDUAAABggaAGAAAALBDUAAAAgAWCGgAAALBAUAMAAAAWCGoAAADAAkENAAAAWAjx9wAXK2OMJMlz+KifJwksQbnH/D1CQDqWn+fvEQKOx8N/m2VhTuT7e4TAE8xfxWVj/D1AwPF4jvh7hIBz5u+CM91WHIc51x44L3bu3KnY2Fh/jwEAAIBzyMrKUr169Yr9PkHtJwUFBdq1a5eioqLkcDj8PY6Xx+NRbGyssrKy5HK5/D1OwGDdSo81KxvWrfRYs7Jh3UqPNSubirxuxhgdPnxYl156qYKCir9Tmn9n8pOgoKCz/qTjby6Xq8L9pg4ErFvpsWZlw7qVHmtWNqxb6bFmZVNR183tdp9zH96UCAAAAFggqAEAAAALBDV8OJ1OjR49Wk6n09+jBBTWrfRYs7Jh3UqPNSsb1q30WLOyqQzrxpsSAQAAAAtcoQYAAAAsENQAAACABYIaAAAAsEBQAwAAABYI6krG4XBo9uzZ/h4joLBmZcO6lR5rVj5Yx7Jh3UqPNUNJEdQB5rffftPw4cN12WWXyel0KiYmRj169NCSJUtKfazs7Gzdcsstaty4sYKCgvTAAw8U2ueaa66Rw+Eo9Ojdu3eJX2fq1KlFHsPhcGjv3r2lnru0AnHNzpg6dapatWqlsLAw1apVSyNHjiz1McoqUNdt5cqVuu666xQdHa1LLrlEPXr00OrVq0s9c1mU55otXrxYiYmJql69usLDw9W0aVO98sorPvuMGzdOHTp0UFRUlGrVqqUbb7xRGzZsKNXrHD9+XEOGDFHLli0VEhKiG2+8sdSzlrfyXEdJysvL0xNPPKH69evL6XSqQYMGmjx5cqmOUdTvz2HDhpVpnvOlIq7bP/7xDzVs2FDh4eGqWbOm+vbtq/Xr15dpnvOhIq7ZGcYY/eUvfwmYqC/u7/kzj5SUlDIfe/Xq1Ro4cKBiY2MVHh6uZs2a6bXXXiu/4csB/9fjAaZ///46ceKEpk2bpri4OO3Zs0cLFizQ/v37S32svLw81axZU08++WShv6jP+PTTT3XixAnv1/v371fr1q110003lfh1BgwYoJ49e/psGzJkiI4fP65atWqVeu7SCsQ1k6SXX35Z48eP10svvaSrrrpKR44c0fbt20s9c1kF4rrl5uaqZ8+euuGGGzRp0iSdOnVKo0ePVo8ePZSVlaUqVaqUevbSKM81i4iI0D333KNWrVopIiJCixcv1j/+8Q9FRETo7rvvliQtWrRII0eOVIcOHXTq1Ck9/vjj+vOf/6xffvlFERERJXqd/Px8hYeH67777tMnn3xS6jnPh/JcR0lKSkrSnj17lJqaqvj4eGVnZ6ugoKDUx7nrrrs0ZswY79dVq1Yt0zznS0Vct/bt2+vWW2/VZZddpgMHDiglJUV//vOftW3bNgUHB5dprvJUEdfsjFdffVUOh6NMz/WH7Oxs769nzpypp556yucH/MjIyDIf+6efflKtWrX03nvvKTY2VkuXLtXdd9+t4OBg3XPPPVZzlxuDgHHw4EEjySxcuLDYfSSZzz77zPt1VlaWufnmm80ll1xiqlatatq3b2+WL19e6HldunQx999//zlneOWVV0xUVJTJzc31bps+fbpp3769iYyMNLVr1zYDBw40e/bsKfYYe/fuNVWqVDHTp08/5+vZCtQ1O3DggAkPDzfffPNNyU60nAXquq1cudJIMjt27PBuW7NmjZFkNm3adM7XtHE+1+yMfv36mUGDBhX7/b179xpJZtGiRd5t48ePN1dccYWpWrWqqVevnhk+fLg5fPhwkc+/7bbbTN++fYs/yQugvNdx3rx5xu12m/379xd7vBUrVphu3bqZ6tWrG5fLZTp37mx++uknn31K+vvWXyrquv3R6tWrjSSzefPm0p3geVCR1yw9Pd3UrVvXZGdnF5ohEEyZMsW43W7v15s3bzY33HCDqVWrlomIiDAJCQlm/vz5Ps85fvy4GTVqlKlXr54JDQ01DRs2NO+8806xrzFixAjTtWvX83UKpcYtHwEkMjJSkZGRmj17tvLy8s65f25urrp06aJff/1Vc+fO1erVqzVq1Kgy/7QsSampqbr55pt9rn6dPHlSzzzzjFavXq3Zs2dr+/btGjJkSLHHmD59uqpWraq//e1vZZ6jpAJ1zebPn6+CggL9+uuvatasmerVq6ekpCRlZWWVeY7SCNR1a9KkiapXr67U1FSdOHFCx44dU2pqqpo1a6YGDRqUeZaSON9rlp6erqVLl6pLly7FHjMnJ0eSVK1aNe+2oKAgvf7661q3bp2mTZumb7/9VqNGjSrl2V045b2Oc+fOVUJCgl588UXVrVtXjRs31sMPP6xjx455j3H48GHddtttWrx4sZYvX65GjRqpV69eOnz4sM9rvf/++6pRo4auuOIKJScn6+jRo+V78hYq8rqdceTIEU2ZMkWXX365YmNjy+fELVTUNTt69KhuueUWvfHGG4qJiSn/E/eD3Nxc9erVSwsWLFB6erp69uypPn36aMeOHd59Bg8erBkzZuj1119XZmam3nrrrbNe1c7JyfH5s87v/F30KJ2PP/7YXHLJJSYsLMx06tTJJCcnm9WrV3u/r9/9JPvWW2+ZqKios/60fEZJrr78+OOPRpL58ccfz7rfmauExV0Fa9asmRk+fPg5Zyovgbhm48aNM1WqVDFNmjQxX331lVm2bJm57rrrTJMmTUxeXt45ZysPgbhuxhizdu1a07BhQxMUFGSCgoJMkyZNzPbt2885V3k4H2tWt25dExoaaoKCgsyYMWOK3S8/P9/07t3bJCYmnvV4H330kalevXqR36sIV6iNKd917NGjh3E6naZ3797mxx9/NF9++aWpX7++GTJkSLGvn5+fb6Kiosznn3/u3fbWW2+Zr776yqxZs8a89957pm7duqZfv37lc8LlpCKumzHGvPHGGyYiIsJIMk2aNKkQV6fPqIhrdvfdd5uhQ4cWOUOg+OMV6qK0aNHCTJgwwRhjzIYNG4ykQleti7NkyRITEhJivv76a9tRyw1BHYCOHTtm0tLSzJgxY0zHjh1NcHCwmTJlijHG9z+84cOHm86dO5fomCWJnLvvvtu0bNmy0PZVq1aZ66+/3sTGxprIyEhTtWpVI8msW7eu0L5Lly41ksyqVatKNFd5CbQ1e+6554wknz8s9u7da4KCgsxXX31VovnKQ6Ct29GjR82VV15pBg8ebFasWGGWLVtm+vfvb1q0aGGOHj1a4vO2Ud5rtnXrVrNmzRrz9ttvm2rVqpkPPvigyP2GDRtm6tevb7Kysny2z58/31x77bXm0ksvNZGRkSYsLMxIMkeOHCl0jIoS1MaU3zp2797dhIWFmUOHDnm3ffLJJ8bhcHh/T+zevdvceeedJj4+3rhcLhMREWEcDod54403ij3uggULKsytC79XEdft0KFDZuPGjWbRokWmT58+pl27dubYsWPle+IWKtKazZkzx8THx/tcJKgMQX348GHz0EMPmaZNmxq3220iIiJMUFCQeeSRR4wxxsycOdMEBwebEydOnPPYa9euNTVq1DDPPPPM+Rq/TAjqSmDo0KHmsssuM8b4/of34IMPllvk5ObmGpfLZV599dVC26tXr25uueUW8/3335vMzEzz9ddfG0kmPT290HHuuOMO06ZNmxLNdD5V9DWbPHmykVQojmrVqmXefvvtkp3keVDR1+2dd94xtWrVMvn5+d7n5eXlmapVq5oZM2aU/ETLUXms2RnPPPOMady4caHtI0eONPXq1TNbt2712b5t2zbjdDrNAw88YJYtW2Y2bNhgUlNTjSRz8ODBQsepSEH9R2Vdx8GDB5uGDRv6bPvll1+MJLNx40ZjzOkriwkJCebLL780//3vf82mTZtMjRo1zCuvvFLscXNzc42kC/oDbllUtHU7899jcT8YVgT+XLP777/fOBwOExwc7H1IMkFBQaZLly7lfq7nyx+D+h//+IeJi4szn376qVmzZo3ZtGmTad26tffvgrlz55YoqNetW2dq1aplHn/88fM4fdlwD3Ul0Lx5cx05cqTQ9latWikjI0MHDhywfo2PPvpIeXl5GjRokM/29evXa//+/Xr++ed19dVXq2nTpsV+FF5ubq5mzZqloUOHWs9jq6KvWWJioiT5vEP6wIED2rdvn+rXr289W1lV9HU7evSogoKCfN4Zf+Zrm/u5bZTnmhUUFPjc62mM0T333KPPPvtM3377rS6//HKf/X/66ScVFBRo/Pjx+j//5/+ocePG2rVrV9lPxo/Kuo6JiYnatWuXcnNzvds2btyooKAg1atXT5K0ZMkS3XffferVq5datGghp9Opffv2nXWejIwMSVKdOnXKeEYXRkVbN3P6Ql6J7ln2F3+u2WOPPaY1a9YoIyPD+5CkV155RVOmTCnHs7ywlixZoiFDhqhfv35q2bKlYmJifD61qmXLliooKNCiRYuKPca6devUtWtX3XbbbXruuecuwNSl5OegRyns27fPdO3a1bz77rtm9erVZuvWrWbWrFmmdu3a5o477jDG+P40nZeXZxo3bmyuvvpqs3jxYrNlyxbz8ccfm6VLl3qPmZ6ebtLT00379u3NLbfcYtLT04u8VeNPf/qTGTBgQKHte/fuNaGhoeaRRx4xW7ZsMXPmzDGNGzcu8gr1O++8Y8LCwoq8Mna+BPKa9e3b17Ro0cIsWbLErF271lx//fWmefPmJfonMVuBum6ZmZnG6XSa4cOHm19++cX897//NYMGDTJut9vs2rWr/Bfqd8p7zSZOnGjmzp1rNm7caDZu3GjeeecdExUVZZ544gnvaw4fPty43W6zcOFCk52d7X2c+efljIwMI8m8+uqrZsuWLWb69Ommbt26ha5Qr1u3zqSnp5s+ffqYa665xvu/lT+U9zoePnzY1KtXz/ztb38z69atM4sWLTKNGjUyd955p/c127Zta7p3725++eUXs3z5cnP11Veb8PBw71XDzZs3mzFjxphVq1aZbdu2mTlz5pi4uLhS/wvD+VQR123Lli1m7NixZtWqVeZ///ufWbJkienTp4+pVq3aWT8J6kKpiGtWlN/PECj+eIW6X79+pk2bNiY9Pd1kZGSYPn36mKioKJ9/rRwyZIiJjY01n332mdm6dav57rvvzMyZM40xp2/zqFmzphk0aJDPn3V79+69wGdWPII6gBw/ftw89thjpl27dsbtdpuqVauaJk2amCeffNL7F+gf/8Pbvn276d+/v3G5XKZq1aomISHB541ekgo96tev7/O669evN5JMWlpakXN98MEHpkGDBsbpdJqOHTuauXPnFhnUHTt2NLfccku5rEVJBfKa5eTkmDvuuMNER0ebatWqmX79+vl8HNz5FMjrlpaWZhITE43b7TaXXHKJufbaa82yZcvKbW2KU95r9vrrr5sWLVqYqlWrGpfLZdq2bWsmTZrkcztLUWsqyXv/pzHGvPzyy6ZOnTomPDzc9OjRw0yfPr1QUNevX7/I4/jD+fi9l5mZabp162bCw8NNvXr1zIMPPuhzT/3PP/9sEhISTFhYmGnUqJH56KOPTP369b2Rs2PHDtO5c2dTrVo143Q6TXx8vHnkkUdMTk7OBVmTkqiI6/brr7+av/zlL6ZWrVqmSpUqpl69euaWW24x69evvyBrci4Vcc2KUhmCetu2baZr164mPDzcxMbGmokTJxa6/e/YsWPmn//8p6lTp44JDQ018fHxZvLkycYYY0aPHl2iv0P8yWGMMeV0sRsAAAC46HAPNQAAAGCBoAYAAAAsENQAAACABYIaAAAAsEBQAwAAABYIagAAAMACQQ0AAABYIKgBAAAACwQ1AAAAYIGgBgAAACwQ1AAAAICF/wtBaFfE4/PeegAAAABJRU5ErkJggg==",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"agg = aggregate_by_metadata(cell_extended_with_genes, gene_names, 'neurotransmitter_label')\n",
"res = plot_heatmap(agg, 8, 8)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"By dissection region of interest shows that each of these genes are associated with distinct regions. "
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"agg = aggregate_by_metadata(cell_extended_with_genes, gene_names, 'class_name')\n",
"res = plot_heatmap(agg, 8, 12)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can also visualize the relationship between these genes and their location in the UMAP."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"def plot_umap(xx, yy, cc=None, val=None, fig_width=8, fig_height=8, cmap=None):\n",
"\n",
" fig, ax = plt.subplots()\n",
" fig.set_size_inches(fig_width, fig_height)\n",
"\n",
" if cmap is not None :\n",
" plt.scatter(xx, yy, s=0.5, c=val, marker='.', cmap=cmap)\n",
" elif cc is not None :\n",
" plt.scatter(xx, yy, s=0.5, color=cc, marker='.')\n",
" \n",
" ax.axis('equal')\n",
" # ax.set_xlim(-18, 27)\n",
" # ax.set_ylim(-18, 27)\n",
" ax.set_xticks([])\n",
" ax.set_yticks([])\n",
" \n",
" return fig, ax"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for gene_name in gene_names:\n",
" fig, ax = plot_umap(\n",
" cell_extended_with_genes['x'],\n",
" cell_extended_with_genes['y'],\n",
" val=cell_extended_with_genes[gene_name],\n",
" cmap=plt.cm.magma_r)\n",
" res = ax.set_title(f\"Gene {gene_name}\")\n",
" plt.show()\n",
" break # Remove break statement to see all selected genes"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## AgeDE Genes \n",
"\n",
"The Aging Mouse data also provides a set of aging Differential Expression (ageDE) genes at various levels of the taxonomy. The table is presented as a flattened set of ageDE genes found within a specific cell type where each row is a unique gene/celltype combination. Note that for a given level in the taxonomy, only certain cell types have significant ageDE genes reported. For instance, the supertype level in the aging_degenes table only contains non-neuronal cell types. \n",
"\n",
"Below we load and display this table. "
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
"
],
"text/plain": [
" cluster_alias cluster_label cluster_order cluster_name \\\n",
"0 1 CS20241021_0001 0 1_CLA-EPd-CTX Car3 Glut_1 \n",
"1 2 CS20241021_0002 1 2_IT EP-CLA Glut_1 \n",
"2 3 CS20241021_0003 2 3_IT EP-CLA Glut_1 \n",
"3 4 CS20241021_0004 3 4_IT EP-CLA Glut_1 \n",
"4 5 CS20241021_0005 4 5_IT EP-CLA Glut_1 \n",
"\n",
" cluster_color class_name subclass_name \\\n",
"0 #f7c27a 01 IT-ET Glut 001 CLA-EPd-CTX Car3 Glut \n",
"1 #5c1a34 01 IT-ET Glut 002 IT EP-CLA Glut \n",
"2 #b96cf0 01 IT-ET Glut 002 IT EP-CLA Glut \n",
"3 #bff691 01 IT-ET Glut 002 IT EP-CLA Glut \n",
"4 #39fbfa 01 IT-ET Glut 002 IT EP-CLA Glut \n",
"\n",
" supertype_name class_color subclass_color supertype_color \n",
"0 0001 CLA-EPd-CTX Car3 Glut_1 #FA0087 #64c2fc #99822E \n",
"1 0003 IT EP-CLA Glut_1 #FA0087 #1F665D #994563 \n",
"2 0003 IT EP-CLA Glut_1 #FA0087 #1F665D #994563 \n",
"3 0003 IT EP-CLA Glut_1 #FA0087 #1F665D #994563 \n",
"4 0003 IT EP-CLA Glut_1 #FA0087 #1F665D #994563 "
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# mapping = pd.read_csv(taxonomy_base / 'cluster_mapping_pivot.csv' )\n",
"mapping = abc_cache.get_metadata_dataframe(\n",
" directory='Zeng-Aging-Mouse-WMB-taxonomy',\n",
" file_name='cluster_mapping_pivot'\n",
")\n",
"mapping.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## ageDE vs supertype/subclass/cluster \n",
"\n",
"We declare a convenience function for working with our two tables above. This calculates the number of ageDE genes for a selected level in the taxonomy (cluster, supertype, subclass) and plots them as a bar graph. "
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"def plot_de_gene_count_by_taxonomy(\n",
" mapping_df: pd.DataFrame,\n",
" degene_df: pd.DataFrame,\n",
" level_name: str,\n",
" color_name: str,\n",
" title: Optional[str]=None,\n",
" classes: Optional[list[str]]=None,\n",
" xlim: Tuple[int, int]=(0, 400),\n",
" figsize: Tuple[int, int]=(3.5, 8)\n",
") -> pd.DataFrame:\n",
" \"\"\"Plot ageDE genes grouped by cluser, supertype, subclass.\n",
"\n",
" Parameters\n",
" ----------\n",
" mapping_df: pandas.DataFrame\n",
" DataFrame mapping of cluster to higher taxonomy levels with colors.\n",
" degene_df: pandas.DataFrame\n",
" DataFrame of ageDE genes with their associated cell type.\n",
" level_name: str\n",
" Name of taxonomy level to plot.\n",
" color_name: str\n",
" The name of the column to color by.\n",
" title: str\n",
" Title to add to the plot\n",
" classes: list of str\n",
" Plot only selected classes instead of all data.\n",
" xlim: tuple of ints\n",
" Plot limit on the x axis.\n",
" figsize: tuple of float\n",
" Plot size in inches.\n",
" \"\"\"\n",
" # Get our colors\n",
" color_map = mapping_df[[level_name, color_name, 'class_name']].copy()\n",
" color_map.drop_duplicates(inplace=True)\n",
" color_map.set_index(level_name, inplace=True)\n",
"\n",
" # Get counts for level (e.g. supertype_name)\n",
" grouped = degene_df.groupby(['grouping_type', 'grouping_name'])['gene_symbol'].count()[level_name.split('_')[0]]\n",
"\n",
" # Setup our figure\n",
" fig, ax = plt.subplots(1, 1)\n",
" fig.set_size_inches(figsize[0], figsize[1])\n",
"\n",
" class_map = []\n",
" for name in grouped.index.values:\n",
" submapping = mapping[mapping[level_name] == name].iloc[0]\n",
" class_map.append({\n",
" \"grouping_name\": name,\n",
" \"class_name\": submapping['class_name'],\n",
" })\n",
" class_map = pd.DataFrame(data=class_map).set_index(\"grouping_name\")\n",
"\n",
" if classes:\n",
" class_mask = class_map[class_map['class_name'].isin(classes)].index.values\n",
" else:\n",
" class_mask = grouped.index.values\n",
" \n",
" counts = grouped.loc[class_mask].values[::-1]\n",
" names = grouped.loc[class_mask].index.values[::-1]\n",
" colors = color_map.loc[names, color_name].values\n",
"\n",
" # plot\n",
" ax.barh(names, counts, color=colors)\n",
" ax.set_xlim([xlim[0], xlim[1]])\n",
" # ax.set_ylim([0, max_n_bars])\n",
" ax.set_title(title)\n",
" plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### vs Non-neuronal supertype\n",
"\n",
"We'll use groupby over supertype to plot the non-neuronal ageDE genes colored by class."
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plot_de_gene_count_by_taxonomy(\n",
" mapping_df=mapping,\n",
" degene_df=degenes,\n",
" level_name='supertype_name',\n",
" color_name='class_color'\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### vs Neuronal subclasses \n",
"\n",
"And now the same but this time for two of the subclasses. We plot only subclasses from classes, 12 HY GABA and 14 HY Glut for readablity of the plot. Add or select other classes to plot those as well."
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plot_de_gene_count_by_taxonomy(\n",
" mapping_df=mapping,\n",
" degene_df=degenes,\n",
" level_name='subclass_name',\n",
" color_name='class_color',\n",
" figsize=(3.5, 8),\n",
" classes=['12 HY GABA', '14 HY Glut']\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### vs Neuronal clusters \n",
"\n",
"And now the same but this time for the neuronal clusters. We plot only clusters from the class 12 HY GABA again for readablity of the plot."
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plot_de_gene_count_by_taxonomy(\n",
" mapping_df=mapping,\n",
" degene_df=degenes,\n",
" level_name='cluster_name',\n",
" color_name='class_color',\n",
" figsize=(3.5, 8),\n",
" classes=['12 HY GABA']\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Top N ageDE genes.\n",
"\n",
"We'll write a quick function to extract the top N genes by p-value for a given supertype, subclass etc. and display the new, smaller ageDE gene table."
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
"def top_ageDE_genes(\n",
" degene_df: pd.DataFrame,\n",
" level: Optional[str]=None,\n",
" top_n: int=3\n",
"):\n",
" if level is None:\n",
" level_degenes = degene_df\n",
" else:\n",
" level_degenes = degene_df[degene_df['grouping_type'] == level]\n",
"\n",
" output_df = []\n",
" celltypes = level_degenes['grouping_name'].unique()\n",
" for celltype in celltypes:\n",
" subdf = degenes[degenes['grouping_name'] == celltype].sort_values(by='adjusted_pvalue')[::-1]\n",
" if len(subdf) < top_n:\n",
" output_df.append(subdf)\n",
" else:\n",
" output_df.append(subdf[:top_n])\n",
" return pd.concat(output_df).reset_index(drop=True)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Below we'll grab the top 5 genes for all the supertypes. We'll show only the first 5 rows of the new table. This shows the top 5 genes by adjusted p_value for 1186 ABC NN_1. This analysis can be repeated for any top N genes and any of the celltype taxonomy levels."
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
" grouping_type grouping_label grouping_name gene_identifier \\\n",
"0 supertype CS20230722_SUPT_1186 1186 ABC NN_1 ENSMUSG00000002602 \n",
"1 supertype CS20230722_SUPT_1186 1186 ABC NN_1 ENSMUSG00000019929 \n",
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"4 supertype CS20230722_SUPT_1186 1186 ABC NN_1 ENSMUSG00000052974 \n",
"\n",
" gene_symbol is_primary_ieg age_effect_size unadjusted_pvalue \\\n",
"0 Axl False 1.443417 8.056410e-07 \n",
"1 Dcn False -1.809868 6.742604e-07 \n",
"2 Plcxd3 False 1.054319 4.960283e-07 \n",
"3 H2-DMb1 False 1.707299 4.853269e-07 \n",
"4 Cyp2f2 False -1.323712 2.652985e-07 \n",
"\n",
" adjusted_pvalue confidence_interval_higher_bound \\\n",
"0 0.008445 2.006174 \n",
"1 0.007068 -1.104921 \n",
"2 0.005199 1.571687 \n",
"3 0.005087 2.326934 \n",
"4 0.002781 -0.836481 \n",
"\n",
" confidence_interval_lower_bound \n",
"0 0.880659 \n",
"1 -2.514814 \n",
"2 0.536952 \n",
"3 1.087663 \n",
"4 -1.810943 "
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"top_ageDE = top_ageDE_genes(degene_df=degenes, level='supertype', top_n=5)\n",
"top_ageDE.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Select ageDE expression vs subclass \n",
"\n",
"Next we'll plot the expression of a select set of ageDE genes vs the subclasses in the taxonomy. The genes we select here are a subset of the those plotted in Extended Figure 7 from [Jin et al.], however one could plot all ageDE genes by modifying the degene_list. Note also that the ordering of the subclasses is different then the ordering in that plot. \n",
"\n",
"First we'll declare a function to extract the specific genes and celltype level we would like to plot."
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
"def get_genes_for_celltype_level(\n",
" degene_df: pd.DataFrame,\n",
" level: str,\n",
" degene_list: list[str],\n",
"):\n",
" level_degenes = degene_df[degene_df['grouping_type'] == level]\n",
" levels = sorted(level_degenes['grouping_name'].unique())\n",
" level_by_gene = pd.DataFrame(columns=degene_list, index=levels)\n",
" for idx, derow in level_degenes.iterrows():\n",
" if derow['gene_symbol'] in degene_list:\n",
" level_by_gene.loc[derow['grouping_name'], derow['gene_symbol']] = derow['age_effect_size']\n",
" return level_by_gene"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's first plot a select set of genes for the subclasses in the ageDE gene expression table. Note that that you can modify the list of genes to plot any subset or the full set of genes in the ageDE expression table by specifying the gene symbol."
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
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" 3222401L13Rik Slc5a5 AC149090.1 Ccnd1 \\\n",
"001 CLA-EPd-CTX Car3 Glut NaN NaN 1.614551 NaN \n",
"002 IT EP-CLA Glut NaN 1.096541 NaN -2.573835 \n",
"003 L5/6 IT TPE-ENT Glut NaN 1.253065 1.909579 -1.420208 \n",
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},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"subclass_by_gene = get_genes_for_celltype_level(\n",
" degene_df=degenes,\n",
" level='subclass',\n",
" degene_list=['3222401L13Rik', 'Slc5a5', 'AC149090.1', 'Ccnd1', 'Ccnd2']\n",
")\n",
"subclass_by_gene.head()"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"res = plot_heatmap(subclass_by_gene, 8, 25, cmap=plt.cm.RdBu_r, vmin=-4, vmax=4)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can also plot the ageDE expression for the non-neuronal supertypes from Jin et al. Note that we show slightly different genes for the non-neuronal celltypes compared to our previous plot."
]
},
{
"cell_type": "code",
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"metadata": {},
"outputs": [
{
"data": {
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