diff --git a/notebooks/Segmentation_QC.ipynb b/notebooks/Segmentation_QC.ipynb index 9752e5df..9e373cf3 100644 --- a/notebooks/Segmentation_QC.ipynb +++ b/notebooks/Segmentation_QC.ipynb @@ -44,16 +44,19 @@ "import celldega as dega\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", + "import warnings\n", + "\n", + "warnings.filterwarnings(\"ignore\", category=UserWarning)\n", "os.environ['DYLD_LIBRARY_PATH'] = '/opt/homebrew/lib:' + os.environ.get('DYLD_LIBRARY_PATH', '')" ] }, { - "cell_type": "code", - "execution_count": null, - "id": "fb585b0c-a607-4ce9-bf82-c0325afdfc41", + "cell_type": "markdown", + "id": "51a08bb6-af63-4aa5-9f32-771e4c4942e0", "metadata": {}, - "outputs": [], - "source": [] + "source": [ + "## Inputs" + ] }, { "cell_type": "code", @@ -62,10 +65,27 @@ "metadata": {}, "outputs": [], "source": [ - "base_paths = [\"data/processed_data/cellpose_default/\",\n", - " \"data/processed_data/cellpose2/\",\n", - " \"data/processed_data/instanseg_default/\",\n", - " \"data/Xenium_Prime_Human_Skin_FFPE_outs/\"]" + "# dataset_name = \"Xenium Pancreas\"\n", + "\n", + "# base_paths = [\"data/processed_data/xenium_pancreas/proseg/\",\n", + "# \"data/Xenium_V1_human_Pancreas_FFPE_outs/\"]\n", + "\n", + "# technologies = [None, 'Xenium']\n", + "\n", + "dataset_name = \"MERSCOPE Human Brain\"\n", + "\n", + "base_paths = [\"data/processed_data/merscope_human_brain/region_0/proseg/\",\n", + " \"data/merscope_human_brain/region_0/\"]\n", + "\n", + "technologies = [None, 'MERSCOPE']" + ] + }, + { + "cell_type": "markdown", + "id": "9013cf16-a0ad-4bd9-800d-36c42900f17b", + "metadata": {}, + "source": [ + "## QC" ] }, { @@ -79,128 +99,131 @@ "output_type": "stream", "text": [ "segmentation metrics calculation completed\n", - "segmentation metrics calculation completed\n", - "segmentation metrics calculation completed\n", + "segmentation_parameters.json does not exist, creating one...\n", "segmentation metrics calculation completed\n" ] } ], "source": [ - "for base_path in base_paths:\n", - " dega.qc.qc_segmentation(base_path)" + "for base_path, technology in zip(base_paths, technologies):\n", + " dega.qc.qc_segmentation(base_path, technology, dataset_name)" ] }, { "cell_type": "code", - "execution_count": null, - "id": "831186b0-df2b-4a18-a316-80d3a22f9b92", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 5, + "execution_count": 8, "id": "9546bb07-ef90-4561-aab4-66ec0a122662", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], "source": [ + "# Load and combine CSVs\n", "combined_metrics = pd.DataFrame()\n", - "\n", "for base_path in base_paths:\n", " df = pd.read_csv(os.path.join(base_path, \"cell_specific_qc.csv\"))\n", " combined_metrics = pd.concat([combined_metrics, df], ignore_index=True)\n", "\n", - "combined_metrics.drop(['Unnamed: 0'], axis=1, inplace=True)\n", + "# Clean up\n", + "combined_metrics.drop(columns=['Unnamed: 0'], errors='ignore', inplace=True)\n", "\n", + "# Define metrics and get segmentation approaches\n", "metrics = [\"proportion_assigned_transcripts\", \"number_cells\", \"mean_cell_area\"]\n", "segmentation_approaches = combined_metrics[\"segmentation_approach\"].unique()\n", + "num_metrics = len(metrics)\n", + "num_groups = len(segmentation_approaches)\n", "\n", - "bar_width = 0.2\n", - "x = np.arange(len(segmentation_approaches))\n", + "# X-axis setup\n", + "x = np.arange(num_groups) # one tick per segmentation approach\n", + "bar_width = 0.8 / num_metrics # shrink bar width based on number of metrics\n", + "offsets = np.linspace(\n", + " -0.4 + bar_width / 2, 0.4 - bar_width / 2, num_metrics\n", + ") # center-align the bar groups\n", "\n", + "# Plot setup\n", "fig, ax = plt.subplots(figsize=(15, 9))\n", - "\n", "sns.set(style='white', rc={'figure.facecolor': 'white', 'axes.facecolor': 'white'})\n", "\n", - "# Primary axis for the first metric\n", - "ax.bar(\n", - " x, \n", - " combined_metrics[metrics[0]], \n", - " width=bar_width, \n", - " color='#0072B2', # Colorblind-friendly blue\n", - " label=metrics[0].replace(\"_\", \" \").title()\n", - ")\n", - "ax.set_ylabel(metrics[0].replace(\"_\", \" \").title(), color='#0072B2', fontsize=23)\n", - "ax.tick_params(axis='y', labelcolor='#0072B2')\n", - "ax.set_xlabel(\"Segmentation Approaches\", fontsize=23, labelpad=15)\n", - "ax.set_xticks(np.arange(0.3, 4.3, 1))\n", - "ax.set_xticklabels(segmentation_approaches, rotation=0, fontsize=20)\n", - "axes = [ax] # Store the axes for legend handling\n", + "# Collect axes for legend handling\n", + "axes = [ax]\n", + "\n", + "# Color palette (expand if needed)\n", + "colors = ['#0072B2', '#009E73', '#D55E00', '#CC79A7', '#F0E442', '#56B4E9']\n", + "\n", + "# Plot bars for each metric\n", + "for i, metric in enumerate(metrics):\n", + " values = []\n", + " for seg in segmentation_approaches:\n", + " filtered = combined_metrics[combined_metrics[\"segmentation_approach\"] == seg]\n", + " metric_value = filtered[metric].mean() # You can change to median or other stat\n", + " values.append(metric_value)\n", "\n", - "# Add secondary axes for other metrics\n", - "colors = ['#009E73', '#D55E00', '#CC79A7'] # Green, red, and purple\n", - "for i, metric in enumerate(metrics[1:], start=1):\n", - " ax_new = ax.twinx()\n", - " ax_new.spines['right'].set_position(('outward', 75 * (i - 1))) # Shift y-axis outward\n", - " ax_new.bar(\n", - " x + i * bar_width, \n", - " combined_metrics[metric], \n", - " width=bar_width, \n", - " color=colors[i - 1], \n", + " ax_metric = ax if i == 0 else ax.twinx()\n", + " if i > 1:\n", + " ax_metric.spines['right'].set_position(('outward', 75 * (i - 1)))\n", + " bar_positions = x + offsets[i]\n", + "\n", + " ax_metric.bar(\n", + " bar_positions,\n", + " values,\n", + " width=bar_width,\n", + " color=colors[i % len(colors)],\n", " label=metric.replace(\"_\", \" \").title()\n", " )\n", - " ax_new.set_ylabel(metric.replace(\"_\", \" \").title(), color=colors[i - 1], fontsize=23)\n", - " ax_new.tick_params(axis='y', labelcolor=colors[i - 1])\n", - " axes.append(ax_new)\n", + " ax_metric.set_ylabel(metric.replace(\"_\", \" \").title(), color=colors[i % len(colors)], fontsize=23)\n", + " ax_metric.tick_params(axis='y', labelcolor=colors[i % len(colors)])\n", + " axes.append(ax_metric)\n", + "\n", + "# X-axis labeling\n", + "ax.set_xticks(x)\n", + "ax.set_xticklabels(segmentation_approaches, rotation=0, fontsize=20)\n", + "ax.set_xlabel(\"Segmentation Approaches\", fontsize=23, labelpad=15)\n", "\n", "# Combine legends from all axes\n", "handles, labels = [], []\n", - "for ax in axes:\n", - " h, l = ax.get_legend_handles_labels()\n", + "for ax_ in axes:\n", + " h, l = ax_.get_legend_handles_labels()\n", " handles.extend(h)\n", " labels.extend(l)\n", "\n", - "# Create the legend\n", "fig.legend(\n", - " handles, \n", - " labels, \n", - " loc='upper left', # Adjust placement of legend\n", - " bbox_to_anchor=(1, 1), # Place the legend outside the plot\n", - " fontsize=14, # Increase font size for readability\n", - " frameon=True, # Add a border around the legend\n", - " shadow=False, # Avoid unnecessary shadowing\n", - " edgecolor=\"black\" # Define the border color explicitly\n", + " handles,\n", + " labels,\n", + " loc='upper left',\n", + " bbox_to_anchor=(1, 1),\n", + " fontsize=14,\n", + " frameon=True,\n", + " edgecolor=\"black\"\n", ")\n", "\n", - "# Title and layout adjustments\n", - "ax.set_title(\"Xenium Skin Dataset: Metrics for Different Segmentation Approaches\", fontsize=23)\n", + "# Title and layout\n", + "ax.set_title(f\"{dataset_name} Dataset: Metrics for Different Segmentation Approaches\", fontsize=23)\n", "plt.tight_layout()\n", "plt.show()" ] }, { - "cell_type": "code", - "execution_count": null, - "id": "e637642e-915c-406a-9f62-fed0286c34da", + "cell_type": "markdown", + "id": "5e519aa0-75cf-4e6c-b872-0d5742c1ac0f", "metadata": {}, - "outputs": [], - "source": [] + "source": [ + "## Orthogonal Expression" + ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 9, "id": "ec076d57-f45b-4922-adb7-ba3aaac32040", "metadata": {}, "outputs": [ @@ -215,92 +238,37 @@ ], "source": [ "# Lists of genes\n", - "cell_A_name = \"T cell\"\n", + "cell_a_name = \"T cell\"\n", "\n", - "cell_B_name = \"B cell\"\n", + "cell_b_name = \"B cell\"\n", "\n", - "cell_type_A_specific_genes = [\n", + "cell_type_a_specific_genes = [\n", " \"CD3D\", \"CD3E\", \"CD3G\", \"CD4\", \"CD8A\", \"CD8B\", \n", " \"TRAC\", \"TRBC1\", \"TRBC2\", \"FOXP3\", \"TBX21\", \n", " \"GATA3\", \"LCK\", \"ZAP70\", \"RORA\", \"RUNX3\", \"CCR7\"\n", "]\n", "\n", - "cell_type_B_specific_genes = [\n", + "cell_type_b_specific_genes = [\n", " \"CD19\", \"MS4A1\", \"CD79A\", \"CD79B\", \"PAX5\", \n", " \"AICDA\", \"BLIMP1\", \"BCL6\", \"CXCR5\", \"IGHM\", \n", " \"IGHG\", \"IGHA\", \"IGHE\", \"IGHD\", \"IGKC\", \"IGLC\"\n", "]\n", "\n", - "print(f\"{cell_A_name} specific genes:\", cell_type_A_specific_genes)\n", - "print(f\"{cell_B_name} specific genes:\", cell_type_B_specific_genes)" + "print(f\"{cell_a_name} specific genes:\", cell_type_a_specific_genes)\n", + "print(f\"{cell_b_name} specific genes:\", cell_type_b_specific_genes)" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 10, "id": "ded24b17-2525-4380-a551-9fdf2be19bdc", "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Reading mtx file from data/Xenium_Prime_Human_Skin_FFPE_outs/cell_feature_matrix\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jishar/anaconda3/envs/celldega_env/lib/python3.9/site-packages/seaborn/axisgrid.py:478: UserWarning: `gridspec_kws` ignored when using `col_wrap`\n", - " warnings.warn(\"`gridspec_kws` ignored when using `col_wrap`\")\n" - ] - }, - { - "data": { - "image/png": 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", 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", 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", 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", 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CWquDMKkQFNR2mA4GxXrIFRH/w0t3fUh1wV1Puc45r1IRecMYc70OaMTZln0C3vtsa+2TYT+MiBxjjLnUGLNnrEx7IqKdTHe7wfaEOt5ERBvDFxljBrvAlVhWiMh7xph/W2u/SWRdbn213LouDMiEU25d+X621k5xr7vfvabcU9basyKsV7/TvxtjTnIdL7Escuu+I8qArIjc4I6Lci9aa0/2PAz8wxhzXpx1ayeXlqS721r7Sdj1+rahwAWSHu0CnxpV8pKNIvKx60R7pSYM+EchIrcGzBzUB8VdrLXfRhjAmug6b/1lDM+v5Bh611p7qGfw8TZ3/NaOsS49L+8zxjwTtiOjkuP2YleKQwfRveaKyH+MMQ9Ya9fH6fw40R3zA2Jtswadichnut2JlnV0AdTnu+tKn0r+VjvJtPzAg1GDAEVEP8PZxpiz3MN9zPLWIjLTBVQ/VH4NC/H+ei7u41k0x1rbIeJ+0P19rhswjWWNiHyoHerW2g8ivL/eDz/yLFpkrd3Gc13XWeZ/i/MdbBaRr4wxDxtjno4YGPmLC9BN+J4aYV36PR8Z8Ktkz9Y37vva6AIhk9b5GEREurhj4yA3oOQvk+m3WEReNsb8J2pwkjv/9Vp1jjFm/3jrEhEdzNK2xcPW2glR1uNef5gbjNL/1w7eWJaKiB7vj7nyr4lcH1VHb9BqjGOzsvagDmz9cf0QEb2mPOH7k/2iZDUWEW1PXWaMOSTgml2uzAVSavv2v7Gu3xHaVJqN+RQ3OSDWPelaa23Ck0tqKtd2OMvdc3aJc7/Rdtwr7nr+eQLrSdu9Opu56/7xxphB7j7sz9gSdD/70hjzqMtAXukgQsB5roGfu3mCQ//innP0Wh1kk4jo88H9royZSfD7PtUYo+07nbgVq43wmDHmOmutTvqp7oLaUVMzkP1V9/nhLoAw1t995/ozHk9k8oELMLjSGHOEZ/Ap6O90QP55Y8w91loNZkcViEgv96znb4Pcaa29PML7aDbgm32LdeCwj7V2qefvOgRkIGytQZFuUttfjTGXu0HIIEtE5BljzL+stUtCblvQOutpULWIaLv/yYCyvnrfGGmMucFaOysbjttUthl969nDGHOBMeaYeOe8BhO75z99xhgT5lkgapsxoJ16mLX29zJ8IrKj6+s4JqC6Rvnr57kAkzsTDbwVkY5uPSfF6p8SEeuuf9rO0D5XvQ8vidcGT5LdA/pA9TOPNamhbfDbjTHazivXU9vx1lq9joT5Dk+x1r7gfneEu27EKqut56i2GW6LEjiYiXXG2I6DXB/ufi4oNN7zzXOufypyYH6qn11F5El/Rj7vs2Csv/H56H+Xy2h9RVneNtD97fdIKvql9T1FRM+/bq4/8G1rrQYrRpLq/RnQJ3iBtfa/7nd6rbralU3V4MtY96/RbjxD+yQTkuXHTcqJyIPuPu51srU2oYBLERnve/bS4N9dMtm2i7Gd9A0AAIAaXX5UO279EuqED8MNuk4M+NwHR3kf14HySUBAm8p1AUP6IJGyDDsi8q52bLnApHjfnc6YecY94DaPuJ4cEdEB0F/doG28gDbjZqnpg/5EEXlJRFpEWZ9bZxf3HT0ZJ6DNuE4eHVjSTDZB6cijrDNfRDTV+EwX9BgvoM242Uc68P+TZv9zM/Wqsn59ELBuH8dbdz0XCPqxDia5Aa4o6znDPQQNdw+elQW0GfeAoh1F+tD7qQucwv+n39k3AQHCj7uZ12HcERDQ9qPrnIvSmaevOT3OQ6VxmZf03PrKdXgkTEQ0CPPeGMER7VyAXWDHoojodmjwknZ8HlDJNuuAwoHGmFd1gNh1nkTZTn1/vfbfWVlAm9PTdc5ME5HrXTBWmPXoe09xAVm7xwtoczq7YOEfROQBN5syZURksLuW311JQJvSa9pR2lkvIvrTuYrr1uNBgyker+Q70H29mxuI+UJEKrsWZ8qeAQH52uEZOeCqMtZa7cz6LpUBbSLSSEQecfchDULaOURAm3Gdlxe4e+FNroMrbLDTV65z86AQ62rrAnfG6+Cny4IYZj1NREQH5d5yg3GVnWPNXRvmPQ3q3Frud67N+KLb5yfGCWhT5TOt/+OugUdV4f5g3fER7/vSY+0tPf5ckBZCEJGBrs36kJuFH+/cq+1K54wTkUejtFnTea/OZiKiz6vlAzIa2BbmeaqWu1fo/exbEelRhfVru0QHfe+JE9Cm8tz3NEYn37iMm1HWo+1CHVB5Nk5Am6rvBk5+dMHs1Z0+E/npfSPltH0kIrquz9z1OV5wi3FtqIfc8+/OEdZTX0Qecs8KZ8cbfHS6uRLos0VEn3lRBdbaH2L0DV0iInoNr5T7Ow2k99K24WnegLZK3qOZm3xyd5xBT9XCTZyc4Z4fEiYi27t17hjjvjHYBdtn9LhNV5tR2zoi8rR7Ljo9xDmv/TV6zx+lA9xVuZdEoc+/InKz6+fQa1O8fif97Nru04m/xyfQ33iVCyQ+r5L+KXH3wfFpbmME9Vm/lqpnMxcs/nrAr36fyBiWBjmIiE5mfCNOcJmq6wJgJovIXRH6sDK6Tr22uMkD77nvKFZAm/f55t/uunZqxHWl5dk13bK9beD6FvzHvQazaTB0Slhrb7TWaoDms1ED2jK9P0XkQtcfqe9Vv5L71xDXjr9waztu0kgnLvnpmEtkItI94Nnr8Wxr29E3AAAAsk0mgto0mMcvdNaJBAVlnYkU1KYzg2LM6vbSgI5U6OBKkEXdZp3J80HYwSw3EPK+e/CP10EQJMcFnGngjD9YJ946NYjta1emKixtKN+qnSERt9EbbDHBzWiJ2pmS57I/jUt08NvNBn6/koePWDPWomT1086lp0I8cMazlwuoq1IQ39bEWrvRZb7zl4XdyQVGhRko1cwMXjpz9KSwM0hFZH/XcRhl8HJn1zGu25now6yWxojn7aCSMi7D5KeuZENUu7nOwVDXPxE50g1ORD2/yq8tNwTMdA9aTz/3meINNse792r2lTddJpikckG7I9wMfw08jko7KyaIyD4Jrr+DG7j5PdtMBNqpo4NE/uCxbKDB5H6fpzqTWiq4wEENJP9TFdqBei+8Jky7xx0PXyZ4/hsXnKMB1nGvd27wYFysgdIQ9nPXGm0jVFuuTOF4NyAZlQ7gvCIiV0YcnHzSBRFHCVL7k+scDRNMWaNpAKl2DoeYgBFEBxLe1UDWEOtJ2706m4nI5a6NVZWJABqE8ImItE2wvaUBT5JAoNbrbuZ+2PVo8EKoABtnW9fG0ueDaskNBGmAnpeWQ385DevWfa2ZY/RZMJFj6uMwQYUi0tqdy39O4FlX948Gw94b9lhCTPcEZHbKdROh8kNkWn4u4Pu7OULG1oauzyGoDRuL3iuedllpE5Hrtjve84dmsXwpk8dtutqM7jlPA+cSDRTcyU36iRcslAw57vl3WMRnA22bawBPqGuamzj2tHt+iDK5S9sletx3NelRXfus/+sm0IVVywU8vFGFyXZpWaeI/B4Ql0D/gnHt5xEicnuYyYvpenZNt2rSNtC2qX+i/JRklWLfmvanez7UyjVRzl19Vr9fRIZsZcdNWlhrJ7nrkNchIvJ7pYqINDjQa50Los2ath19AwAAwNT08qMua5i/40cHhHUmayrpwIDOBvSK0jGkMyW1MRfPz66OvJYIKafBDt5gIK0tP8P3uuUh1n+dLyPDMtfxroPSGkDS1A1I6ACmPxigt5sho9nXKitR+X6MTGkr3eDOBPcZG7mBlqMDAjp+D8BzqfKnhyg5oJ18QQ/7E9xsRU1xX9utT2eB6szfctoZEnUmVUuXcU/X7bfYDRrqYMNSt197uu++bcDx87kOCIWdKe1s72aZeTuyf3Cpzqe5B5l2bnaadpb6naKDx9ba9yr5nJfG6Fz6zX2Xuk7d7g3u+9Tt2sdlm/LTjE368BO6VMrWTsslu4yGmn7c61pN626tDSxhpGWPYwRM/S1sOUoXrOU/hha7B+Af3DHUxZ0vWvrGq4kb3N7JWqslEsLKcdnIKrtnbPEQLiLHuYELfwfiGjcw+qU7LnNdh6MO1u3v65xp7Do+97HW6t8Hcp0JGlzhHyia464nuo9XaMlo11mmD+fHBVyDztCyytbaEXGulzpg4w8S0O/hNZddRc+vje46sqNbj37//uCxK4wxt5gkcR21OrM/KNuSBmK+6+6Jv7ng5U7ub/Ve4e+Ael9E9otYvi7f7YN2vsFiXTbJ3bO2cfesQQGdcOIyW1QpG2cK6ExKP/081YobXHs9xqCQzsD80LVTVrnzvZk7No6IEVBzmYg8r5nl4hyPzwS8tjwjwSR33qx351MPd674JxH0ckFTmtEhlgeMMTv4lq1115mJrmyQXh8buONM23b+7Bdt3QxZnZFfFXqtKYrYHqwyl3Xpc3fd8be1P3IDcr+6/d3SnYeHue+5nH5n/xKRTdbaMJMHbo9RFme5a6tOctfd1u6apwPI5cG82o6MXE6vJnGZiTWANCgo4GMXMDHffcfbx7j37+nujcfFWU/a7tXZzO0Hzabrt8K11b91+2Gdu2bptWoPty/8+66Zy4Cog5thNXP3S2+Gj1lumWZHWO2uUzrgrkH8/gGivV3A6MOVfM52rj0QlEnkS3d9nuMGv8R9hvJnJ207aCnSasdNSHojYOLDPxIpTRZx3eLO16DA/WnuO57ujrVW7pga6PuOG7isfFp68tcY62ni7gMdY3y3H7hjSs/t5i4T3JEB9+mLXfvfPxEH0cqaneWeC7z35R7uuq59PLHoQLU/a7IOLP4zwibodWAn333jbXccLnLtgANcO8D/7KSZqxdYazXbexQXhhj8HOvvP8nAcZuuNqP2ofgnCen38J77XHPc81mB+74PDcjcovea59x5r8+WqXClbzvLj5VPXLnbAtfGODWgP1fvfQ/qpIoQJezvdNnq/IpclYCJnmugtjMO97Qz9PnxtTRligrqKw581kkifT73C5NxvtyQgP7DiW6/znH3np3d/dwfdHqIO5Z14qbJtnWKiGZI1H6ZoIC0b9x5O9uds63dNh0U0M9whTunY2aqSvOzaxi/eo69BgH3hZmubVhuQTVvGwRNtMi6Z4os2J8n+67ZZa4f5wN3zGg/Tic3RqQT3vz+LSJjKitJmQWfM1uztWkbolyuu46FTrrgAvz8we6vBE0Qz1Tbjr4BAACQrdIa1BajMT3HWqsPn6mkHcV+mro811qrwQ2Vudr3sDDWBY80dI12ffB6zlq7wNsBIiIf+x40tKRYIiVbcjyN1Vt1ANFa688SNdyl8R8Z0LFwvohcF/AarwcCAtrK3AxjTcetA9xBmQzOcCmPvR21GiDysojsFmudrrPo6YCBVx2YO89a+3bAa652nQJ3ewaHvQOxcbl1vhDwQLbBdTjeHdQRJyJ/dzP6b/ZlsGvvOhgPjZCtx5uRTo+X8621Orjid4eI7OE6hPyBMNoB/l4lM6l0W/3f5fXu2Ik5gCwifV3QlT/A5Vzd/ynsSK12rLUPicgRvhJGddzs+z1jHBNPBGTOG2mt1UyQYfm/Gz0frgkYjLtRRDTQ4D7fAFoL9yAeJUvEIb7Ar3muA2OJ6yzZzwUpvBYQuPq470FYj8X/M8bcZK1dHuPYb+86BTToqZy+v5Y47mut1Y7EIJcEXBOucce9Xj9jBYAODxh01vMsMKjNBXB4A2yNC3C8LNagqCvNd3tAR44GBf3HWqudA8lwbYyAtmfd9mlHh981LsOd3gd033v3+Ui3z4NeF6SJp9N6vZvxf3+Ma+sVLujFP+P67yJyi7XW20GbaUEZc7TUYnVzYUBm1AUuU6RmrAjkSsSc585L730w1y2/KM61w5/RR+9rf7LWroixris8wZ7egP6zdUZy0EC+K9/gLyujn+fkOAG8V4vI2S7DgLfD70C9/1prvzAJstZWKFuUxPZgTC7ry4sB7SptL1xsrZ0Wq5yI29/DfMETGtg20Vr7aZx1DogxaeIxFySiA0Be/3GBHU94gugjlVWvSbQdrffKgF/poMVfNMA+4Hd67z/X3ZO8+/ZYHRS01r4YsJ5036uzkojUc4Ekflpu54p49yRXslvbVv7z+jidUBNhX3gnC+n58zcdXA1oU97tsjK+GhCkPExEhmtATZz1PBHQXtJr5TlBE2fcM9hfXcbe/Opw3rr7VoFr93Z1QbRnBQxy/9ta+3yKtyXXPaP7A9qWuIktQeu/393b9HU9fQNED8dpxz8R8Kz7jXvm/CbG9tV2paNvc/us3EVaPshaqxM5kABtg4jI+QGZya4SkZeDJgWIyIkBweLLXNnRMH1X5bx9QpoZ/4yAiVf3ufvy0wHBBHqd0QA0HbAOy9tvpv0G2qczzQ1293PH8nOZPG7T1WZ0wQD6nOml+/84a61OiA1yg8vq/pzv2bu7e1ZN1bnobaNq39RF1loNSqpARIa5Z+vrfW30Dm6APqg0W/lrNchI+9X8HndtRv9gvmb26eCe0w+K2vdXBW0DrtWbXPBQKulkl82+tlhDDca21mrfS5TzfZHrU92ipKnLxvyfgGvMqSLyurVW+0vDSvk63fnqb6Mq69rC2iY2Adeu9q4d65+c/hcRGW+t1cC1jD27hmWtva48ANplatVJSl66XWGyCFaXtoE/2FgFPsNmWKb3p/ea/aU7934K+DsNYhrinm+8FSIauWeMoIlT2fQ5s9EIF7Dq7RPTa1uUSkLahvdnd6u0Wki62nb0DQAAgGyW7qC2oHKNmsEl1eYEdBDUcbMJ5oZ4fXmHks7+Otbf+ejKAcSd4ZIEpW7dQQFQv9MZryKis0i/85XM0Rld5eUKYw1KnhWwvrOstc/GWZ82ap8Ska9clre2vplpw9xPkEEBnQX6Pe1rrf0lzvo0eO8Hl+Gt0lJKPqcHBPxpIMkx1lp/aRDveje5hv9XASUftYNNBw+jBCUp7djoHy+NunaOulTNk3wDzbtrxq84QSZ/DSgfe6u1Nmhg1L/OSa605Y++h6wmLtNHqssuJOoJEQn7EBjGSmttUPaKoJKwP/gC1XZzHbYabPYHEbk4YABKrymhU78H0ECFoAHY31lr9fzUDr/3fJ2zh4rIgfGOex/vMa8Dmjd4g5Rc5rJdAwK6HvG9Vq8rp1prdYAuJtfxd4KI3Oy7hrR1neixZtf6Z/o+Zq2NmwVNO9BdOYsWvsHori4T4zch1vOBtfbCStaj++avrtyNd1ZeYzcrv8plr0Ski28wqZwGpMYtE6n3FhH5xh0r3sHTNu5YjjpzWweyDrHWfhJnnQtE5ACX1Wo7z6/qunNli9JEvtdXVhI8mYJKCiTcQZ0Jbua5PwBpnfue9JpvKrkPaiDvyoBgzyPjBLX5j5upbtAwZoC0G7C9zQWYaJBmuVw3oHdXiPXo4O9Rlc12tdbqvSMnIOvQKVruyVQvVwRkR7lX70fxgltcQO31ro0z2jNYm+cyb/SK8/p/+wZv1L+stUMryXSq570Oeun/I7Y7AzJxjXDt88BAbWWtfUxEdDKK/16r38sWQW0ZuFdnqzMCMniNsNZqufC4rLUzdZKLy1DizZSn193DXaa8KPRau3uszL9unT+7AU7ra+O1c9cC3ZYtuDJx/nNPAzkGxBrgcNfle0Rkmu86kSl6zdJjrCr0PnSVtbZCez1FzgmYlKJBCvvHy2yu379mzHWDVtv52vGadblCCSQROd0F73mNDnHf3egCSMa7Z2xvRp3/E5FXKpkcV13sIyLxgj0Tof0zr8T7A2vtKBF5yhfQUdtNhOrvvZ67LIpBmRbPDhnYEkTb4kfEmkDj7svlfUXeZ6H6LjNcUGatWMrvJfpMcaL/muL6nTJ93KarzXi8ryy7bu+RlQUJWmvfEhF97diA9aQ6GOBha+2f42xbqQuebxDwTHFsrKA2t9/uDmgz/tNaG/Narv2CLsjvaff5M9VnvThiQGlkOvFUROYHZMLT4IIo575OVtJM64GBQO44P0tEFgdUYrjVBdtGnciaynXe7wuMUXrOHx4ryMyt81eXaUifVXRyoZc+37wZIzAjXc+uaVPN2gb+iaNqiwDbTMqy/akZs46u5LlQx1C0zXF/wDX7mmryObOGTtoTkVG+Pt1eQe3yCKVH9Roftm8+HW07+gYAAEDWCkrfnUr+DEUmDcFg5Y3qoNn1UYKiSlzH8xazaa2130Ys5ZeI2+MFtHm2ZXWMh+Z4ZSCCAs9uixfQ5lvnVPew7u/ouVBEYu1jfznYza6R/EuI9X0ZtTHsOtKCgj10dnyohweXxSYoffyVbgZ+FGfEC2jzrPP7gM7LWjHKhJY7NSBwtNKANs86l8UI0vOXmq3x3EwjDWr0u9ll7fidiPQMKGe10XUI+DPZROl0vj/ENo53Gcz8Eikn+5AGK/izbmmnhH+GqAaEBQya3ljZg7DvfbWTxX/dO8eVEQ7KNtQ2oNMlzHo2xygBpAMvYbJ2hVqPo5+pLOR6oro8YKD52coC2spZaxe6jiv//fIkV9YwilviBbR51lkSo5SSBtFmEx288QtTHiCb7BtwjjxUWUCbz/MBwXzbuY7SMOfKGxEGSjSzYXGC5+SHIcs3qCcCsi8k65xMCxGp6wLavcZWFtDmZa19M6A92CNG5kdd594BM3+/iNHWCgryPSkdzwDVlcvW678OagDwufEGLspZazUoWDvcvfq4jLwZu1dnOf9A5tqAgdCYXNtIM5Eko/38t3gBbb779n8i3kODsiv+KUw2JnedSFrJ9Axa6SZSpSOgLajNXeaybsUMaCvnyjReGGJArDy42UuPoVPC3nettV8FTLZp7kraomoudpOZvPp6jw03+UD7X/wTq+4Nyn4U0m8u8C5uRmj3e70vaz+A18mubG8UOjh7cNA1RbO/WmuLM3zcpqvN6F/Pt2Gz3llrNSO6PwPV3q5PK1WmRSgNp89uJRHuO0f6Jk2pd+IFtJVzbR693gVlIdpq+qydFVXss9Y+jRNiBZf5aPa0TwMC6LwZdjK6ThHRPk8NyvBa6iYlxwxoK6fPQNbay1zgj/+5/uIMP7umU3VqG/jL1JqAfZpp2bI/i9wYSqXPhS7LqH+sZQeXUTTbP2c2Cgrg9meiDCQizQP6V56KUP0npW07+gYAAEC2S3dQmz97lAos1ZYCQY09f1r5eIaHCbhKkQ0uW0NYW5Tu9M3u/oNryJan8y/3S4wgg8oCzfyzigvdzHT/OnsGlD97PkqpLxdw91mETdwjoPzt55rNIsJ7lA8S+jtFOsca9I1hcphgDw/Nguen2ZO2ICLbuIAUbyfj40Gl/yoxIWBZmMxlNY4LNtVOAv+17vdlIlLHBSZ6Z2qrYe5BPxFLowSlueNcM/4ZX7kUf0aSeDSj040R/t4fSLfMzZSNSksDe9V12VTC3F+8pTQr84Urb3KNmwmuwRqxrg/1El2Pm712l/tcg921KdL1Nk5Qy6kB972wgxPl2zcrYHtyAwJmKrtnaem7pF/jMqi85LVXqkunJ1tHl512s6+sXmguQCrouuWdyZmsc0WPXw3IvNm1JbTMxvkpWE+ZCzq+3XW8HhDxnp4NTnfZJv0ZGqNmpLnf3V+8YmUTDcreeGWEILplAdd3xO8Yvyxiey4oYOegDN+rs71UpXfgbHSE0tvJbD/rOp9P0XNCm4ASqZptVjMphKUZexPNGJUt9J71kYhoVsOUtjfcoLw/88hL8Uo7xwgmtPHOZc3A7MsSqK7X7D9Rtlezirks1F5VySqN/+3XYnev9k8CvE5EtvdM+vMHQExOcCJSuUvCBH94JmsFPQNEzdZ8Z4wMSFvI0HGbrjajfz1tIk6EfNA9M/7FlUTsl0C7LooHIgQr6PGsE+e8Cl329jBtmrIoz5au7RPlWbSm9lk/ErZP1R1LQf0EUdtuqVznFn3JmnU4gbaZTkz2H9sXxzgf0/XsmhbVsG0QdLxH7cuuKfvzibATpF02waBSva2rwefMOq4NPy2gnHKsiZ5e2qby/92TWdS2o28AAABktXSXHw0qVRI1tXmigmY1RpnpGCUTT7KNC9tgVdba2SKiQU3eTqVmMf78qID9oB0TiXwv97lON68DAzII+FNYGxdMEpV29GmmkDAGxni9SfBzahkE/+eMW3qkkqDDeGaEzBqk3/1vLrOKPojqA2qngNnEYfhn8piAoKxsooEaoTrPQ4o6G1Azeeznm9mpQWP6oLhjQIfAOxEDVf2eDJjlHmY22YO+oGYtlRW2bOsXYTsQ3SzywwJmY0cOAtLynyKigbbeUpP7+vefK7+82nduXC0i74TMAFkaodPxl/LzzLlARF4Mm27eWluVwalY9gu4LjwXIfOA/1i50depq9e4sL621oae0W6tnSsiG3xthMBrXAbpPdHf8R2m0ypruOBWHcDPd+dT2zBZYqp4f/CfK4NERMudvhtym0NlGQyYedxfRM4NG7iuZTlM9eZvk8yz1gaWHoxHr9Fajsc3+KiZQWoFzB72r3OWy2gbxXNuwDab2xeZovdnLw0iCnXeeIx3E07muY536+2Az8S9Olu5LAe/Z7UWkRau/ayDAJloP38QcdAo9HOCO678k9q0rFvUEmkjXMaV6izfDTofLyKa6cI/aSlV57KKNKnKE0zYw3Me20quyXoM6fU8EaN9zy49NLOEyxpXna2Jcb5UReiM2xr4ISK3+cp96fXhARG5ImAAUJ9rToo6iOzxW0DGzso844K2dFKW99jSIK5U9Jtl4rhNV5vRv57y8lvXhVzPy8YY/UmXRPqo9g+491TI4OYG+f1tjY+jPoNYaz8UkZ8DJqomW3Xus9Z+ytC0KoSIfOXLvLyfTpaL0BZM5ToHBlxvI5fgtdYuEJHRLmORt398J1feOxPPrulS3doGQWNUsYJlYxIR7YMNWwoyiGbOOivL92fKxhWy7HNmq8d8baMW7l73WiWv82da/sxaOyMb2nb0DQAAgOog3UFt/hT1UWeeZSqNtXZiRB4cTKItSp6GsNL38Bc049DEKGP5agLr00brzwEdTXvpDDgXMFJuQMBx8XkCq9TAoLKQHT3+z6mDs4mW8XjfdYp7M/f4sx7E803E9S0P2dkWVJJIfxIR9P5RS6ym03XW2qizm5JGSyi6ALYvfYEu9wZk6NDv5MwqzrR+MYHXBHXEDYgS1BZhXd2NMU19yxIJnvGeMx1815WgIAstt3eM59/ttNSLiNxjjBkZppRXhGtAD19ZEB2o0qDBES4bYypn0qf6Wr5CRD7xDcRqeYIWIYPVol7jyq9zmmky9DUuzdYEBCbEuq9mNTc4qgPiYcrEVPX+oOfKEb6/e1NEntIsohp042sfJOr9gPJsj4rI4S4b3adVGBSuDvwln6oyaP+1L6hNr287erN9uiy/en31Cpr9HZcG3YqIznQ+uArbu9URkXYBmSE+iFiWpDwjxp+z8F6d1dx9bkkG28+pfE7Q7LB+WuYuqlczHNSmZXDiZnp0GVjquIHrdu46dqRr2+T4sra9JiIDUxTYtldAv8LHUd8kxHOOfz0LXIn3RPgH+cufGTI5yS8ZdNJFlGf2VLjR3fN29WXdey9gssRfEpx8UO7lkGXJ/M8AX/kmDmrQV37IdpQG1etks7Aycdymq82oz6V+14rIXm7S5weVlQ5Lo1UJtB3D3nv6BQSlBGUYDdv/l+qgturaZ/2TtfanBPuIvNcjvW/2N8Z8ksl1iohOLvCXqnu/CteHMb6gNrVvwHUjXc+u6VLd2gYazO2XTZMds2l/pvJ5IZs+Z7Z6ymVl9LbdzowX1CYiGkjbx7c4bH98Otp29A0AAICsl+6gtpUhH9yTSkTq+WYkRO0gmJLIzIQkSqTEy4aQGWV28P1bO9aqEvgx0dfRVOgG5mZ7lmn5Ua/vEukYcIOhMwJKuoT5nNMSyHRVvt5SEZnkeyDYISB4L5b5EVe5IZUBZm7QR0uo9nadSXv5OpkSmSVa47iZSDrAdotnsf+BUB/eBrsU4InS4+H7BLZvlogU+YLs9KHVpKDTRI8jvyEicqxJjM5sN77riu7bpQGl1o4J+Fv9Xm4QkTlu0Eg7K8dGyYAZMCP5Qt91VQOeLnU/i0Tk/fJ1uQyKqea/xsXqQIpyLT/Ud/7rtfujFFzjgq5z2RZEuyIg46n//N7qiEhDd2xpB9xuLiODP5gp3v3hCXf+NfZ9t+e4H72P66Df7+dLFcq8v+463PztgePczxoR+diznmQFuGaciHQMGPTpKyLfJviWQaVkO/lKWAddbyLflzyvI6itoqAB26pkG8i2e/VWwc1m7+CyD+zqgkv9AaaJtJ9T+ZzgP3eXWWsTuWf/EGFiUUa4Z7IS9zPXTc540A0ovWCM6erbX8+LSHfN6JLi8/mnZAdZuwys+rm8tqnCfaBejPsAqkgHIkXkdHdN906Q85cQf9paq5k1qiLRSZn+fo467vvXyYtJe17M4HGbljajtVYnVn0YkM1sP/ejWS/HeZ5NMzEpyhuwUJaie4+/7y/RCVAmTRONM9JnHWc9xWk43/26hwxqS+U6U9G34eevppDOZ9eUq6ZtAw2w9dPJVBmXZftzXdgy31Gv2Vn2ObOWVjERkTeMMd7n5iNFpGmc7+bsgPG3l7KobUffAAAAyHrpDmr7NWBZOgaFg0pv6izpsJ34mW5wJRR8FZJ/cHpmFWdNTI+x/38PahMRbThrWUyvRAZTys2pLKjNBTX6j4FEM9R4P6f3gSDHdUItTfBBPZ6gDsbIg0gi0tYFrokLYuvkfjrGCPpEYqWBDo1TFvdf1tpEMmL4AzITHQz7xWWqKOedNZXM66A341a5Nu4nWZr5t8la+5mI3KSz4GO8ZjtjzHnuZ7OITHRp+9+01n4dMUBQs9/EKlPTyhhzuvvRc+/78vW4Mq6labiWrwpbLjbitdyk4BoXdJ3LtoFyLePcxbfMn0mpWhKRPDeQ0MPdT733hzZV+S6statE5CR37Ae1OXXAYJD70W2Z7rIw6N9/FPZap+0WETlByzfEyKZQ3826/33mvYjM86zn/SzKlJGIoOtto4BZwFXhP/eD7h2JDuqEGSSvaZK5f7PuXl3duHKkfVz7uYvn+tgpkZJIyb6HaiCCiG5aBTkhjy19jorMWrtaROZny0BjFFoqXkQGuKCKtr7r5m2+TJVVEuO5NxXncrOAe2zdFN8HkCDNviYilxhjYpWxnBaQSSwRPyb4Ou9kRO+1I8z9emm2H7dpbjPq9WRCjPtqvgt429/1ISwRkffcet6pwuSrRCTj2S3WvUf7mkyS+v8SumdVhz5rzV4TkOE/yj0j2ed7ptcZNIkq4T5c139T6gviaZapZ9c0qY5tg6BzPMwkdr+1ESreNHD9H9Vpf6bymp1NnzPbPeoLatP7+ilaVj5GsOCpvsUv6TNVFrXt6BsAAABZL91BbUGpybuISG1rrQaZpUrfgGUzIqTsjToDJtlSuW+0A7+ymYlRrKzkgaUw4MGpKutcmcBnrOo6Y70+bONcH7DTQkQ06GKIe3gK6lBEErlO8sEu80yjgIfP65Owmqp0cK8KcW4k4zqYjmDlwHVYa68TkRK3r/3lIr1quZlo/V0WN+3AHqkdE9ZaW9nKrbWPi4h2DN0TI7ORV2/3o6W6FovIyxoQp9n9TPW9lmfFNS6NtMP6EN+yMJ2fWUtEDnIzzo/yZQtJKmvteyJyjBu8raxDbHv3c7EegyKiJe6esNZWWqrNWvudiGjGLy3RtkWEh48GYvzJ/awVkbddCYnXM5glI1GZuN4WJnECRlWvVVujwiQNXmTtvTrbiUhzd3043VduPB3WpvHYqsrEqZXVMajNk13hb8aYUb5fnSwil1prlyVpVQ0Dnns5l6HH4CMiokFTRwf8+owEBjmT+cwYdIw22sqeF9PSZrTWzhORA9zfB2XC99IA6tPcz0aX5U2z9Y1McV9pqu87jZPY9luZpolM632TPhvqBNEEM5uG1TOgFOCaGEF22XK+p3KdqejDXeXLhtcsk8+uaVAd2wZTApbtEvVNXH+edzJvTCKyb8hqBNm0P1N5zc6mz5ntNKB1nu956IygoDZjzMCAa07U0qOpvu7y3QMAgKyng/pp4zoB/GX36gWkNk42LZlVlTJJGiCxtQrqOKmKoH1VN876VFWyFmmHU2WC1pnqz5nxzDsicqubzTgsQkCbZukbb4x5KMWbuDWrGyNgWFxgU1VVZTBsbYhzIxnXwaDO62SLmV3QWvsvt68fibC/NAD0Mg2+FpH7RaSyQDVdzxMuw5WWPV0Scj1aJvACLZ8hIs+JiD+DR3W5ltc0QQGIO6e47Geq3ruLGyjTbBAnRwho03PpxZDlaCqw1r7pysjcGGFwptB1Cn4kIu+KSNcQ6xnvZhH/I0IGsHqu3JQOQkwQkcgd5xmWiett3SR2rhPUFq5MSyqeRTJ6r85WLoPSDJe1K0pAmz5b/ttkt7pJHBSr7ufumIBsQeWZk5KFcxnxyhfHyvSoWcRMBp8Zg64L+Vvh82Ja2ozWWn3v3V1QXNgJTbXdZJpntdyzC8CrrpLZ/xem769KXEb1oAxPQeXFU91n/WOEyTaZON9Tuc509OHWzfSza4pVx7ZB0Lm3o4hkQ2av6rg/E1FTPmeVuSpH/sC0XUWkW4jSozNdxtioUnnd5bsHAABZL92Z2tS7xhjNZOS1lzHmqxSuc4+AZTqYi/81iL0N16pma2lYSedB0ABIVQbvGyXY6E/158wYV271FWNMZZ2fmqlwljFmqjHmWw2yMcaMs9YWiUg/F3iDCDTrpOt8Dhqk0N+NEJG+1tqqDCJGCUSr7LhNVcm9dQHLDrPW6ky2tJX20SyFInKxOxc0G9VhIbKK5LqSPztrJqvKMiVYaxfqYIiIXGGM2det5/CQZRI0Nf0uIrK3tfY3UzWraso1LkOCArn6i0hussvJiojOCP9VRCYZYz50M4f12lzl81VENEuEdtJrFqLKjifrMuxOcqWTvtHPqkGfxph9oq7bWrvSZUW80Q3cDHTnSphgXz2Hx4nIPtbaqZWsZ70LNL1bRPS9j3Hr2SXEZA79m09E5FBr7aemegi63t5urb0qzeusX42eRbJd0H2nYGu8V2cTV/rr8RDlJze78khT3eCbBil8Zq3VTKx6bb3cZK91vmOpKm2FvK0gu/InAaWANMjlpa3gXH7RWquB68hOfzfGaMbcIJeKyFvWWm0Dmgw8MwY9A6zZGo/bdLUZ3cD3Y/qjk0vceo5wgVLaRxCPTox7W0ROtdbq5JLqJlb/nz5DRxUly3xV+6x3Deiz1qzu2dpnnYnzPZXrTEcfbkk2PLumUMavsQn4JCBTYo4L9v6vyazquD8TUVM+Z7Los+M1vszM+iw5tPwfbiKzv+rDkwlWCEjldZe+AQAAkPUy0Rn9RkBQ2+muMynpRKSTMWbvgF9p2QD8r0RE4yTOzGgcr0PfWlssIht9nXdNkrw+E9AhUuqCVaK8Lup6k1EmJBnuiRHQplknXnOZ2H7QmUFxSllU1rmKYDcYYzQgMBadsXWnC5pKVKMkvjZVpZWD3jcds75iDVa87n70nqADA1oG5kAXhBbr+qMdl4+6TFZh1qPXmA/cz99FZDu3nvKfVjFeqgMbo0VkzyqWPfTv8635Gpd21trZIqJBwNqm8KbO3yuRzGWVONjdr3ZxP1e6mZx6rCRMRHR7RwcEtOlAmw6cvu+CM6a4YE2TivuDO86/dD9DRaSVy4xTfl7quROrLNNbIrJD2MBga61mTtKff4pIE3fOl5+TQTNolQaGv6bXCi1RZ7JfJq63K5N4b6o0K2YNFFRWpOHWfK/OElfECGhb4CaLfOGuJ9OttUGd/tWh/bzSF1RVlTbl1nDuzg1YVlnQd9T9XeYb6OJcruFEpJfLBBmLHi9PaZCVtTbRMlPl5/eCBF9n0vDMmFXHbbrajNbaGa4/4E4R0SCdAZ42cO+AksXGBdg9IyLaRtd+nOok6HtOtP+vcRr7rK/1LTtBRC6z1m5IUYZuzQDo91aEt0n0fl6V8z2V60zq9cFNXGiYSN9GOp9dt+ZrbBjW2hIR+TggAOgvWRDUVu32Z4JqyudMCmvtLyIy1jdR4XQRudrTv3uabzxqsytLnm1tO757AACQ9dJaftTRVP1Lfct20hlMKVrfXwI+5weVDNjWJP7vopNmnqnC+wV1+Gk2Ay8NDPDqWYX1aUr4uNyDxDLf4jBZlKJ8Tg2cyfjgt8uwdr5vsT4w/VV/ba39h7X2JS2DESegTTVI8aZudUREg1v8mXHKM3l4/UVENGNYotpWoSPPG5CjNJtZKvjPNxMiQ1pa2P950Fp7nOto1IGEB4wxxQF/fpKIJHStsNbOsdY+bq3VDozWLjjp9hhlSnd3naLJvJY3dB2uqbyW1zTPx8i2l2xBZad+D8qson8GXD90YK2ftVazEt5hrQ3TPkrq/UEHAa21z1tr/2St7eDaBNfFON7096cluJ4V1tox1tqLrLXd3fXwUg3iixGsoVkeq4NMXG/97ThThaDLbaq4LVujoO90u5p0r043lyFTr5F+t+q1wlp7obV2hAYTxAloqw7t51kBz31BARQ15dwNCkKsygSDoOxM/qAkzuUaTEQ0+8yIgPJL7wR8f1UdwE/omTFGP8n0mnTcpqvNqFmYrbVvW2s1WGpHY0wb15ejGZKDrlc60aW60Yk5Jkn9f1FKgifMWqtVRH4MuOel4rnPuID6hgHnXNBxkE3neyrXuTTk68LSiY05yejbSNez69Z8ja3E0wHLeomIPzlCulXX/RlVTfmcyaSTof37y5tcw3/v0D63oIk1mb7u8t0DAICsVytDWXM09b7f1clelxvQPyfgV/cme13V2GTfv3W2qHbcJWrngJTu/gFyzXTgtW0iwRcuC59mnknkc+qE2oRmFopIXkDK+Vlu4CLT/AFt6npr7X0Rt699wLJEB722eu5YesZ3TdVBsXPdj3/fPyEiGlCViG0TfK0ElDzS2eipoOW4gjKfJURny1cx2DZmdjVrrZYMu8hd96YF/NlBSVhPmbX2a1cOUDsTPg/4s8rKBUe9xhkXSJesa3l5AFRNpue43xki0ixZK3BBlEFBr6Oq+L567vs7gjXTgJZMCjp2MnZ/sNb+ZK29yV2zNLNcss+V8vXMttbe4wYi7kvVetJAy8T6g2z6J/pmItJAROpW8mf+gb5Y14ww+ib4uq1Z0L1ZB7sjE5FbRGSqiLyppYNF5BJPEFO1uFenydkBAU6PWWuHuWfXraX97D93dRC9a4LPYFtDpjYNIPFbnOLzuYd7loxERHqKyDwR+VREnhSR6132Yb2faVbyX3wv6V6FZ916LoMUkk8ztGmmNn/7cmDAsXKiiJxRhXUlen/dyffvpdbaRLKCxFWdjtt0tRmttb9Za4dba3eLUcq6urRN4/X9mUoy28eT6OsSoZPe/C4XkaRmZNXj1pUj9rs/Yhb3ZJ3vUfqIUrnOatO3ka5n1635GuujJeCDJtn925VxzIhqvD8jqSmfM8leCQjEPVX/R0S6Blwrn8jSth19AwAAIOtlIlObcaVG/VlxDhaRqpTkC/JYQGr7n1w6efzPuIBlxyTyRloiwxjT2bd4fEBnTFCptpMSWOUpVficOa7zOBGHG2P8A76aij4b+EvtajDV/yXwPrtl0fWiOrjfzcL00g5pnYH1ZcB30CpgNlcUiWT1OjJg2UcmNXRWsb80x36u0zYS9xCsnZzrRERLQH4kIo+JSL7v7/qKiKZ5v1lERomIlnUJzVo7P8bgQYXvVUS0Q+dkN5j4vIg8G3E9K10G0bjryfC1vHnAtUQDd5M90FutaIq/gDIwekzfmMTV/DMgAOLbGANCUej92d8R+Zq1Nih7QkzuvNspzP1BRDqKyPFaekFEnhYRLW8amgskGWKM2VTJOdlaRAaKyOXu2jDOlfEJu54yl31jSZLPybRw+0kzSng1F5FEA9uG64QEEVkoIl+661x3/6CrC6bzOsh/Xa6MC65KVabmakszfRpj9J7kv4cmEhy1j8u8qW1Xfc4a4mmXp/1encX89zylAQxbW/tZSzqFaR9WZj9TzbkMxlpe0C/Zpf38Exk0Q9eeCR5bbd2xqll9bvCVBPrU9/f6+RLNDK1l91aLyBIRmSgiL7mM1KgCETkwIHhFB+7/5jKonx3Q5rlPRDqk63lRRLYJGDANum4kS1qP23S1GUWkqWZmF5G/i8h/tZxeeRBqhHXdGRDY08JNVKk2rLW/BgRIHBc1uNd97kT77xLxZEDmrR4ug2sy3RnQh7o4gaCHPUJMSglyRMC6f8r0Ot2zxsyAZ41Eg2OCyrt+mYln1zSrdm0Ddz+8I+BX2of6agoCpMJOlK+W+zNBNeVzJoUrS/1MwH1O99vxvuVFxpgxVVhdKtt29A0AAICsl5FOdjcwfkvAr+4UkaDB0shE5OKAh2V1URozamVD5q7KaFBLqW/ZeQnOQPxzwLKgjoCXA4Ia/xxlna5TSzsMwhobsCwosCSZnzMT2vn+vdhaG1RWMSYRKQx48FKRswrUBCJyYkAGpDm+AKlhATNBtUM9yjHsdXbEbcwJeI0GV31oUsCV5hoX0FmUSOmF413K8zzXIagDkN1cx4F/NvUzbl/ra05LYFaYP0gjyHWuDKUOJp7ssig0ScF6oprovlMvDb6L0klXTjOc5mfpNS7T9Hs3ASWFdaCySkTkSHdM+d0YcaZ+mHtDorPTNQC9fsj7wxCXYe4Wd408UEQilQ2y1i6LUX7Ga6ArbX+HO3b3dGWFo6xHBx8iBfhlmaA2TuRSWCLSzg366D1jGxdEocGx8wL+XPe5l2YsHBRxlQfGyGyFLYPOO8YIvKqspKaWt/b6LMP36mxV5WukG6A/I8vbz+8GZHb8kxt0iSIoE3p1c1RACdXSFLSNgyaQaFBaVIMCsqFPSsF9oIHLMq2au8xIuu5FUd8L/59rj2uQjD84+Xwtdan/Ya2dFDCQ/3s28ATO0fIAkKhlo84KuGYFZR5KlnQft+lqM+7iJsLc4zLpa4B5Is8KqXhmzAR/gFbLGM888Zydzgyhro0UVO71HyKiEwWqTAMsY/RJXhm1D88FOR8bcf3azvc/m70S4bkz1escG3A9PD3K+tw627p7vldxQHnXdD27pnN8obq2De6PMclAr62asTYo024kel91iRWCsvFvbfszqpryOZPJP2ldq6vsGjAu+YK7vyQqZW07+gYAAEB1kMmZ43cHZLfSWV4fikgis5f/ICLa4fGfgF89Za1N5UxTv01ZPFPfm53I35htHzXzjMsI4g/Q0RlWTwWsc7Ux5mnf4u4xggVi+XeUgVBr7XgX9OG1e9SgIhEZFDBDaalLN50NdJ97NU1gNq/u26AgnURmYW7V3MPkfwN+da63I9Jau9Y9zPs76+525Qaj0syWh0b4+4sDygqPcNuVKkGlWW51s8RCcbMwg2ZDB2VH8w9CbpNAgEVQ6eXZlaxHg3GHpGA9JoGZwZphyau+6xAMTWcou9mUflXJLLjVsNZODLiv6QDlyyKSaPlF3e/awTci4FdfBAQPJePeECuIIyZX9ljLZpmQ94egwICLIq5TOz9bRDwnE1mPdrZtn8xzMs303PeXSDw1gWDLO1wWIX9Gv+IY1wT/Pe12Fxgfdp//K+L21SQPBSy7I2JgwxUBzx7PZfhena2qfI10+7trNrefXfCMv5y1ZvK7JOx7iIgGvu5hqjF3nQrKZK3Xu+VJXt2HAeXtNbNwn7BvoNmIdRDLt/gll82k3MiAQcI9RSRqAOIwF3Di9ZW1dnrE90FFD7tMe17PWmtfD8jYO8W3TDOaDE1gnXr9vzPic61/PcurmFGkMuk+btPVZhwXcF+5IIEJV90DJixqQGt180jA/rgnbClBV/I61jNIylhrXwy4Z+pz32h3L0yYiBxijNH3DwqE3qIPNaSbw2axcsfivUl45k/lOu8LeNa4JYESlP8NCOh4OiC4Il3PrskaX1CVPRdUy7aBCx7+U8DzrdI20Q8icn4ipQ31NZqRz2XD176yKP3l1XJ/JqCmfM6ksdZOCRjjHByQxbsqpUfT0bajbwAAAGS1jAVZuU7YE1yqcf9sr/dFJPKscU19LiIaLPd4wGf7RjuSTHr5O5z8pb+yhQYx+V0hIkHZBrYgIl3dQ4//gfJJa62W1AhyS0BWIU3zfmWI2VT/SjDLWtDn1M60g8O8WER2dx1yW7xHFWfaJNMs378129J5YV8sIv+M8/eRU05vzVz2s6cCAgB/Lzvq/3tr7acum5iXPuyNiFp+w3nCnXuVbef+AYED2jl0u0ktDcT52bdMO/jGhMke5jqoHgsoxzHPXePDPCDfHXYWm0uDrp0uXtqJ+l5Apkl/MOC1ItIrwnFzY4zsKVWlA7T+ztlTRGRYyG1r5QJ0dUal1/vW2q+TsH1bi78aY7SUjv/+rrOGz0xwlv67AW0EvUeeloQsbUH3BnW0m7keZhu1M/LtgAHZePeHjwIyfA2JGGh1XUDbosK54jpF/TPtD3UTHKJ8p83irSebWWsXxQi21PvLjmHeQ0QuCsiaocfezTHWOT0gEFOvty9UVorIXQf/L6AMBhxr7RcBx3X/sJ3YIqIBMJp9wOvHgMk96b5XZ6uga6R//8UkItp2vqmatJ9vDhgYvdkNsMflMpYETeaoNlxwhJ4H2wVc75JdVq68XOE9ARMing8zQCQijVyGL3/fxv0BkxuCAvXuC3vfde0RDc700+dDJEhEzgqYaPOba3uYgO/x7IBM+te7CRBRneQqGIQJ9BwV0Ba9PZX9HOk+btPVZrTWrgmYONrDtWtDcUFTfapr29TL9Qn6r4Ma/KPlyPzX4gpEpJu7ZocuE5tk5wS0k3QCyEgRGRq1lJoLqNE+zzcDgt412/9JVXj20/vb45X1Lbl2+H0u65XX224CV1as01r7k3v+9NJz75Ww2ehF5LaAMut6TdNxg4w8u1ZBUEBr3DGG6tw2sNZ+5QLbgjR17dFZ7jwM0y+6g4hc7zIx6/0uVv/dsliBR9V5f0ZRUz5nCvgDdIf4rgdT3HFdVals29E3AAAAslqtLMgSdlBAYFs9Fzz0lWYjCvGAXM91RP0UY6a5pu0/OsVZiYL4Z3p3dQPDWcV1IvhnzGlD9EkNEnSd6YFE5FQ3E7V9QEftVZV0bAU94PxLRD7WwTjv966dRa40m2Zcixv4FmedLwVkvNFZWa+LiAbU+bOTeDueLnbl9zTo0uvHKLNk0kA7x4Iye+j3FJOW/RWRD2JkaCqXtnIP1cQ/jDEaMOalgS6XxXnNVQEzNXeJmKWw3DYuiMZfSsEbAHqROyb8A6q3WWv9QTlJ5Tpjzw2Yla0z1b4UkQNivdYF2rzuSh36XeY6Wfzrmxpw/Ldx+0hLvsTkZvu+4dLhe71ura1QXsZl8Hg8IDjxw8pmbLtOBS1voB08Xt/FKE+VyD016Lqrg9XPxBs8dZn/dGZhb9+v1lShVHNKicgvIlLm+9GBw5Sy1q7SNkVAYHaBu2+O02DpygLzRaSniDzr7kv+DiIdzDzbWvtLkrb5e2PMXN9iDV58yw3wx9rG2m6favmPnaPcH9wMa39nqO6TVzVLarz94yYp6L314oC2xQsBLwm6Dz+iAZ3xBpvcdfIfAUHva11Wlerk6oBgS21zfhJvJrtrQ98eY1buw9baoNIv5XTW7+9l0zz0WjI21uCCy/j3QrZeV7KMTsbx3+8uEZGYwTDumP6TC1D2Pj/pPfniTN+rs1hQ+/lven1wA7GBNNuuiLzosiXWqg7tZ2utDRjMreuuzfqZAz+Ha+N8EpCBJGvpd6cZqzVoQrNyiMiTbqBmxxjXu69TOMj1ZUAGps/d5JOY7QRtxwYMvD4ZY1vv9pUkLW+bvOWedQMDjvWZ290LdeDL//2/Y60NOj8QPgNyUGaiP8qO+rkBz7sDAiFHJJCBXd2rbapYr3WZhj9zgdNeU2Nse7Kl+7hNV5tRP5c/OOk6EdHvwz+ByL+u0wMmbJXFCDKoLm4IKNsq2p/m9n2FiWj6fCIiGoQ9OYHMqUnjshXrJFh/ZqFcFwit239CiAkdtV12qG/chMPcgGecI621S6q4ySdqv4aIBO4z134cFTDhWwOm/pGF69T+rCLfsl1dGzXe/bOtiLwUo2/kn9baWRl+dk1EUCbZvUO8rtq2Day1z7pA4lilV9u789CKyK8ion37GnilGf1uE5EHReRdEVnkxotucKUQY9H9tIu1Vtu7W93+jKimfM5k0mdCb4b7vCRnaUt5246+AQAAkO0SyQ6UVDrQ6gIOtOHTxffrnd3MrBUiog1f6x4KV7gggu3c3+wXZ4bSeNc5oLNt0s3faVPPzUZ8wAXyaYDUZGutdmxk2mUuuEazkZXLcUGC5+jDoZvVutjNktTBymNilNnRzomBlZVvsdYOd+VUzvf9ah/3s1ZE5rsHIQ1OqRvQGO8eIiW7l2bR+cY3ayTfZY7TgZxXXBrypS4Dlw4mHOuyj/gtcZ/Tnxkpk/TY+ptvJmu+6wS/1AXuzHCdr4WuI/HAgGwp610wizfQIlRGnwzRrGXJfED02s+f2cSVDNJjxu9PMcq0/TFrW0T0AVEDCL2DpFeJiM5S/TzitmlmrddEZKILjJntBj26uUyY/tlRxq07MPNOKjLNiMgVATOzu7qgBz0X33Tbrcdba1diRwOG8mMMOAaV6fB2euq1wztQoINJH7t1ve/uI8XuetLWPZwfHlByb2WcclzD3DZu65ttriUof3b3rZ/ce+j3sY27Vw0MmGWunQV/TlI2Lt3nmn1yj4CMEDo4cpyIvOM6N35z+0ADmo6KMcCrnYenWmv1mgEPa+23IqLHzVsBAQt7uhnZ80XkQzcYs9h9181cW2c/t8+DgiX0nnKKtTbZ5Z5uDyhHq0GMU0RErx+fu+Mix11bdnLnhj8YX4PS/WVfYt0fdGDgVPde5Qrc4N81IvKaMeZ7167LdefRju780v/2uzio7JK1dpSIvOGbiZ/rrnV/c+uZ7O7tZe7e1sudk0H392tdkGi1oe1cETnRBUB4r5+N3Ez2q10bR69Ny10btJ+7VvgzjpQH28YtSWitneey+r7iG5zb05WF0fNDz4FFbp/r9fY433VQZ+2GyqhZ01hrJ4vIZQEBh5pR7yi3fz9z15e6rk18bIy2+T0BWdoyda/ORs+57BreSTp6LdQByvNEZIx77ljj2hh6Hd/XleH0DtiUue9Dr6HZ3H6+xp2n+lNO20H/0cFDEdEM3D+756pO7pnP+6ygzxElMa4d6XC9y7aRLF9EKcEalQ6Ui8jJ7j7kfbbSffuBiHzlzrFf3DOYXhN10OiQgAFBbZNdGmM960VEr+nf+DJJ1/Y8677quR82cO2AQTGuw3p9DpW5vZrYRydApOi9n7LWVphY4YLJnw1o+4+w1mq7JJ7rXBtFn9W912QdZP5zAtunA8yDXZDHt+5ZqK0LRD8g4DgrdhmjUp6NPt3HbbrajBqc6Pr9/OULNejlLLeeia6NtMm1y3YwxhwR4z7+QJb0GyZEJxiLiN5LPvbdOxq4fX+TCzxZ4X4fNBn4Z9fPEaX/r8qstXNFZIDrs/ZPgtNStHrPXOOes39wz1PLXNtMA736uPMs6NnGuIC5Q6y1ySpTeYgL8tHt/cQdy81dm0W/g6ByoRe6SYJZtU7dJ+5Z41Xfc3NXd//Uc+INd/9c5/pd9nXbExR081JAFYO0P7smaL5rI3j7rf7uJmfrRHPVxFr70NbUNrDWapDar+5+Gi8guF0VAmBLXV/JDb7S7kHbU633Z1g15XMmk+vvfyFG9ZtNboJzMqWkbUffAAAAyGYZD2pT1tqfNVOUG2wNKt3VxA3IR7HRzdi5pbKHkhQaGxA8soOvBKE2EjPeOaX7yGXq0Yam/r9Xodv/Yb6D8kCvsGnrL3DHoQb6mIAgQH+gozdDms6YXOBbHnfmh7V2peuQei0g60xLlx46bMDi4UnseEoKa+1vIqLZT54OCJbYuZJMO+W0w+BE1+F6mvf1Ons5y4L40s7NSBsR8LCmZUc1aCoua60Gtj7sG5DQDjHNpNUnXlCc77rhHXzbJaCUQ5CPXNZKf0mblLHW/kdENrtBmNwEj0n1ZGWlwDSrlYic5Mq91KnCurTjcVDQDF7PdUQ7Z98PKD/bLaCzPRb9Hs6x1mrwdTKd5joX/PfTAhdQEjejnGcfnBJi0K3Gcp09/dwsVH95IOM6lAa7n7D0+ntmrOCTKvqvG8Dz3+PruGu+/lRGP+tfXGCb93zeI6icgGtbHO+uPf7yQu2ilPfToCwdiIzz+7PcOekdhDAuq1BQGyMW7XS7y1RD1toJruzk6IBgk/ZBpc5i0FnZh4YZzLbWamYG3fdP+J4r9B55jPsxcdpyem+gFEUM1tr73WDVHb6O6foueF1/KvN4JVlk03qvzuLBdj2O3wlo30m87NMey9x9VycIect+t9MMNBoEarKEuzYf4QKw/TP4O4X4vBe6gZRMBbUl0wiXNSulwTuaIVlE9nODQNsGZJ3Rn8poaboDYmX48gQAaOaW193EDv+zbtBAWxANEDgwCVmDarKrXfuo0rKjfno8isg5LnDZe+3XzKtv6L03xPqfd5MotvF8/2Guz0WunyNeptakysBxm6424+VuEFj7rbwauuc1b19LPK9XIYtW1rDWalazQ9y91h8AlOOO1aBMtGUuOLC1C8r2Wp/GfrY9XP/uZQHBAtouO979hKWfSwOQrrTWrq7iJmr2znUusKC8LzXM8522/f5mrX0yW9dprdXsW8e7oKaCKrRRn3D3+5jBzWl+do1E+/DchLnDPItruW36Y7tEZITLLL/VtA2stZotr3wsJbBSRRXoPv17lHtedd+fYdWUz5mC7MxB+0UnsWvgdlWlpW1X0/sGAABA9spo+VEvfYh3s1v3dlkmErXJPexqcEils2xSPbjoGnDx+Eu9ZYx78NUB75tcQENUOjukd5QADe1QsNb+yWWWmBcyCOT/3IBRUCa4MAOwGgg3wHUgRZ3Zudm9rq+1dprJQi5Fu+7TqOV2dd8+qDOR3bGrP17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" ] }, "metadata": { @@ -343,17 +303,17 @@ ], "source": [ "dega.qc.orthogonal_expression_calc(base_paths, \n", - " cell_type_A_specific_genes, \n", - " cell_type_B_specific_genes, \n", - " cell_A_name, cell_B_name, \n", - " threshold_for_A_cell_classification=5, threshold_for_B_cell_classification=3,\n", + " cell_type_a_specific_genes, \n", + " cell_type_b_specific_genes, \n", + " cell_a_name, cell_b_name, \n", + " threshold_for_a_cell_classification=5, threshold_for_b_cell_classification=3,\n", " threshold_for_orthogonal_exp=3)" ] }, { "cell_type": "code", "execution_count": null, - "id": "54ab1225-cbbe-4a7c-9ad3-e5cec9e0b8fb", + "id": "e733df59-6ee4-409b-8955-b5bc35a74068", "metadata": {}, "outputs": [], "source": [] @@ -361,7 +321,7 @@ ], "metadata": { "kernelspec": { - "display_name": "celldega_env", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -375,7 +335,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.20" + "version": "3.11.5" }, "widgets": { "application/vnd.jupyter.widget-state+json": { diff --git a/src/celldega/pre/__init__.py b/src/celldega/pre/__init__.py index 03f68475..d98f30e4 100644 --- a/src/celldega/pre/__init__.py +++ b/src/celldega/pre/__init__.py @@ -884,19 +884,18 @@ def add_custom_segmentation( cbg_custom = pd.read_parquet(Path(path_segmentation_files) / "cell_by_gene_matrix.parquet") + # make sure all genes are present in cbg_custom + meta_gene = pd.read_parquet(Path(path_landscape_files) / "meta_gene.parquet") + missing_cols = meta_gene.index.difference(cbg_custom.columns) + for col in missing_cols: + cbg_custom[col] = 0 + make_meta_gene( cbg=cbg_custom, path_output=Path(path_landscape_files) / f"meta_gene_{segmentation_parameters['segmentation_approach']}.parquet", ) - save_cbg_gene_parquets( - base_path=path_landscape_files, - cbg=cbg_custom, - verbose=True, - segmentation_approach=segmentation_parameters["segmentation_approach"], - ) - make_meta_cell_image_coord( technology=segmentation_parameters["technology"], path_transformation_matrix=str( @@ -912,13 +911,26 @@ def add_custom_segmentation( image_scale=image_scale, ) + save_cbg_gene_parquets( + base_path=path_landscape_files, + cbg=cbg_custom, + verbose=True, + segmentation_approach=segmentation_parameters["segmentation_approach"], + ) + create_cluster_and_meta_cluster( technology=segmentation_parameters["technology"], path_landscape_files=path_landscape_files, segmentation_approach=segmentation_parameters["segmentation_approach"], ) - tree = ET.parse(Path(path_landscape_files) / "pyramid_images" / "bound.dzi") + # Get the first .dzi file in sorted order + dzi_files = sorted((Path(path_landscape_files) / "pyramid_images").glob("*.dzi")) + if not dzi_files: + raise FileNotFoundError("No .dzi files found in pyramid_images.") + + # Use the first .dzi file + tree = ET.parse(dzi_files[0]) root = tree.getroot() width = int(root[0].attrib["Width"]) height = int(root[0].attrib["Height"]) diff --git a/src/celldega/pre/boundary_tile.py b/src/celldega/pre/boundary_tile.py index 6aae3ff9..1675bbef 100644 --- a/src/celldega/pre/boundary_tile.py +++ b/src/celldega/pre/boundary_tile.py @@ -251,6 +251,8 @@ def get_cell_polygons( cells_orig.set_index("cell_id", inplace=True) + cells_orig.rename(columns={"geometry": "geometry_micron"}, inplace=True) + elif technology == "Xenium": xenium_cells = pd.read_parquet(path_cell_boundaries) grouped = xenium_cells.groupby("cell_id")[["vertex_x", "vertex_y"]].agg( @@ -261,17 +263,20 @@ def get_cell_polygons( ) cells_orig = gpd.GeoDataFrame(grouped, geometry="geometry")[["geometry"]] + cells_orig.rename(columns={"geometry": "geometry_micron"}, inplace=True) + # Transform geometries cells_orig["GEOMETRY"] = batch_transform_geometries( - cells_orig["geometry"], transformation_matrix, image_scale + cells_orig["geometry_micron"], transformation_matrix, image_scale ) # Convert transformed geometries to polygons and calculate centroids cells_orig["polygon"] = cells_orig["GEOMETRY"].apply(lambda x: Polygon(x[0])) - gdf_cells = gpd.GeoDataFrame(geometry=cells_orig["polygon"]) - gdf_cells["GEOMETRY"] = cells_orig["GEOMETRY"] - return gdf_cells + # Specify the columns to include + columns_to_include = ["geometry_micron", "GEOMETRY"] + + return gpd.GeoDataFrame(cells_orig[columns_to_include], geometry=cells_orig["polygon"]) def make_cell_boundary_tiles( @@ -330,7 +335,7 @@ def make_cell_boundary_tiles( # Convert string index to integer index cell_str_to_int_mapping = _get_name_mapping( - path_output.replace("/cell_segmentation", ""), # get the path of landscape files + str(Path(path_output).parent), # get the path of landscape files layer="boundary", segmentation=path_output.split("cell_segmentation_")[ 1 diff --git a/src/celldega/pre/run_pre_processing.py b/src/celldega/pre/run_pre_processing.py index 61b51fdc..ff92edc3 100644 --- a/src/celldega/pre/run_pre_processing.py +++ b/src/celldega/pre/run_pre_processing.py @@ -4,6 +4,7 @@ import argparse from pathlib import Path +import shutil import pandas as pd @@ -26,16 +27,18 @@ def _create_directories(directories): def create_dummy_clusters(path_landscape_files, cbg): _create_directories([f"{path_landscape_files}/cell_clusters"]) - meta_cluster = pd.DataFrame(index=["0"], columns=["color", "count"]) - meta_cluster.loc["0", "color"] = "#1f77b4" - meta_cluster.loc["0", "count"] = 1000 - meta_cluster.to_parquet(f"{path_landscape_files}/cell_clusters/meta_cluster.parquet") + inst_index = [str(x) for x in cbg.index.tolist()] meta_cell = pd.DataFrame(index=inst_index) meta_cell["cluster"] = "0" meta_cell.index = meta_cell.index.astype(str) meta_cell.to_parquet(f"{path_landscape_files}/cell_clusters/cluster.parquet") + meta_cluster = pd.DataFrame(index=["0"], columns=["color", "count"]) + meta_cluster.loc["0", "color"] = "#1f77b4" + meta_cluster.loc["0", "count"] = len(meta_cell) + meta_cluster.to_parquet(f"{path_landscape_files}/cell_clusters/meta_cluster.parquet") + def _determine_technology(data_dir): """ @@ -144,12 +147,20 @@ def main( # Setup file paths paths = _setup_preprocessing_paths(technology, path_landscape_files, data_dir) + # Save transformation matrices + if technology == "Xenium": # Unzip compressed files in Xenium data folder dega.pre._xenium_unzipper(str(data_dir)) # Write transform file dega.pre.write_xenium_transform(str(data_dir), path_landscape_files) + elif technology == "MERSCOPE": + source_path = Path(paths["transformation_matrix"]) + + # Copy the file to the destination directory, keeping the same filename + shutil.copy(source_path, Path(path_landscape_files) / "micron_to_image_transform.csv") + # Check required files for preprocessing dega.pre._check_required_files(technology, str(data_dir)) diff --git a/src/celldega/qc/__init__.py b/src/celldega/qc/__init__.py index b1cc810d..97b4c3ae 100644 --- a/src/celldega/qc/__init__.py +++ b/src/celldega/qc/__init__.py @@ -8,11 +8,12 @@ import seaborn as sns from shapely.geometry import MultiPolygon +from ..pre import write_xenium_transform from ..pre.boundary_tile import get_cell_polygons from ..pre.landscape import read_cbg_mtx -def get_largest_polygon(geometry): # TODO: underscore +def _get_largest_polygon(geometry): """ Get the largest polygon from a geometry. @@ -27,7 +28,20 @@ def get_largest_polygon(geometry): # TODO: underscore return geometry -def _load_segmentation_parameters(base_path): +def _write_default_seg_json(parameters_file, technology, dataset_name): + segmentation_parameters = { + "technology": technology, + "segmentation_approach": "default", + "dataset_name": dataset_name, + } + + with parameters_file.open("w") as f: + json.dump(segmentation_parameters, f, indent=4) + + return segmentation_parameters + + +def _load_segmentation_parameters(base_path, technology, dataset_name): """ Load segmentation parameters from JSON file. @@ -40,8 +54,9 @@ def _load_segmentation_parameters(base_path): parameters_file = Path(base_path) / "segmentation_parameters.json" if not parameters_file.exists(): - print("segmentation_parameters.json does not exist") - return None + print("segmentation_parameters.json does not exist, creating one...") + + return _write_default_seg_json(parameters_file, technology, dataset_name) try: with parameters_file.open() as parameter_file: @@ -68,7 +83,7 @@ def _process_custom_technology(base_path): trx = pd.read_parquet(Path(base_path) / "transcripts.parquet") trx_meta = trx[trx[cell_index] != -1][[transcript_index, cell_index, gene]] cell_gdf = gpd.read_parquet(Path(base_path) / "cell_polygons.parquet") - cell_meta_gdf = gpd.read_parquet(Path(base_path) / "cell_metadata.parquet") + cell_meta_gdf = gpd.read_parquet(Path(base_path) / "cell_metadata_micron_space.parquet") return cell_index, gene, transcript_index, trx_meta, cell_gdf, cell_meta_gdf @@ -92,13 +107,17 @@ def _process_xenium_technology(base_path, segmentation_parameters): trx = trx.rename(columns={"name": gene}) trx_meta = trx[trx[cell_index] != "UNASSIGNED"][[transcript_index, cell_index, gene]] + transformation_matrix = write_xenium_transform(base_path, base_path) + cell_gdf = get_cell_polygons( technology=segmentation_parameters["technology"], path_cell_boundaries=Path(base_path) / "cell_boundaries.parquet", + transformation_matrix=transformation_matrix, ) - cell_gdf = gpd.GeoDataFrame(geometry=cell_gdf["geometry"]) - cell_gdf["geometry"] = cell_gdf["geometry"].apply(get_largest_polygon) + cell_gdf = gpd.GeoDataFrame(geometry=cell_gdf["geometry_micron"]) + + cell_gdf["geometry"] = cell_gdf["geometry"].apply(_get_largest_polygon) cell_gdf.reset_index(inplace=True) cell_gdf["area"] = cell_gdf["geometry"].area cell_gdf["centroid"] = cell_gdf["geometry"].centroid @@ -107,9 +126,7 @@ def _process_xenium_technology(base_path, segmentation_parameters): return cell_index, gene, transcript_index, trx_meta, cell_gdf, cell_meta_gdf -def _process_merscope_technology( - base_path, segmentation_parameters, path_output, path_meta_cell_micron -): +def _process_merscope_technology(base_path, segmentation_parameters): """ Process data for MERSCOPE technology. @@ -122,7 +139,7 @@ def _process_merscope_technology( Returns: - Tuple of (cell_index, gene, transcript_index, trx_meta, cell_gdf, cell_meta_gdf) """ - cell_index = "EntityID" + cell_index = "cell_id" gene = "gene" transcript_index = "transcript_id" @@ -130,21 +147,27 @@ def _process_merscope_technology( csv_path = Path(base_path) / "detected_transcripts.csv" parquet_path = csv_path.with_suffix(".parquet") + path_meta_cell_micron = Path(base_path) / "cell_metadata.csv" + # Prefer Parquet if it exists trx = pd.read_parquet(parquet_path) if parquet_path.exists() else pd.read_csv(csv_path) trx = trx.rename(columns={"name": gene}) trx_meta = trx[trx[cell_index] != -1][[transcript_index, cell_index, gene]] + transformation_matrix = pd.read_csv( + Path(base_path) / "images/micron_to_mosaic_pixel_transform.csv", header=None, sep=" " + ).values + cell_gdf = get_cell_polygons( technology=segmentation_parameters["technology"], path_cell_boundaries=Path(base_path) / "cell_boundaries.parquet", - path_output=path_output, + transformation_matrix=transformation_matrix, path_meta_cell_micron=path_meta_cell_micron, ) - cell_gdf["geometry"] = cell_gdf["Geometry"].apply(get_largest_polygon) - cell_gdf.drop(["Geometry"], axis=1, inplace=True) - cell_gdf = gpd.GeoDataFrame(geometry=cell_gdf["Geometry"]) + cell_gdf = gpd.GeoDataFrame(geometry=cell_gdf["geometry_micron"]) + + cell_gdf["geometry"] = cell_gdf["geometry"].apply(_get_largest_polygon) cell_gdf.reset_index(inplace=True) cell_gdf["area"] = cell_gdf["geometry"].area @@ -223,7 +246,7 @@ def _save_qc_results(base_path, metrics, gene_specific_metrics_df, segmentation_ gene_specific_metrics_df.to_csv(Path(base_path) / "gene_specific_qc.csv") -def qc_segmentation(base_path, path_output=None, path_meta_cell_micron=None): +def qc_segmentation(base_path, technology=None, dataset_name=None): """ Calculate segmentation quality control (QC) metrics for imaging spatial transcriptomics data. @@ -249,7 +272,7 @@ def qc_segmentation(base_path, path_output=None, path_meta_cell_micron=None): ------- qc_segmentation(base_path="path/to/data") """ - segmentation_parameters = _load_segmentation_parameters(base_path) + segmentation_parameters = _load_segmentation_parameters(base_path, technology, dataset_name) if segmentation_parameters is None: return @@ -266,9 +289,7 @@ def qc_segmentation(base_path, path_output=None, path_meta_cell_micron=None): trx = trx.rename(columns={"name": gene}) elif segmentation_parameters["technology"] == "MERSCOPE": cell_index, gene, transcript_index, trx_meta, cell_gdf, cell_meta_gdf = ( - _process_merscope_technology( - base_path, segmentation_parameters, path_output, path_meta_cell_micron - ) + _process_merscope_technology(base_path, segmentation_parameters) ) # Define base paths @@ -396,7 +417,7 @@ def _load_cbg_data(base_paths): ) elif segmentation_parameters["technology"] == "MERSCOPE": cbg_dict[segmentation_parameters["segmentation_approach"]] = pd.read_csv( - Path(base_path) / "cell_by_gene_matrix.csv" + Path(base_path) / "cell_by_gene.csv" ) return cbg_dict @@ -472,25 +493,38 @@ def _create_barplot_visualization( - cell_a_name: Name of cell type A - cell_b_name: Name of cell type B """ - orthogonal_data = pd.DataFrame( - { - "Technology": [i for i in cell_a_with_b_cell_specific_genes for _ in range(2)], - "Category": [ - f"{cell_a_name} with {cell_b_name} genes", - f"{cell_b_name} with {cell_a_name} genes", - ] - * 4, - "Count": [ - gene - for pair in zip( - cell_a_with_b_cell_specific_genes.values(), - cell_b_with_a_cell_specific_genes.values(), - strict=False, - ) - for gene in pair - ], - } - ) + + # Step 1: Repeat each technology name twice (for each gene comparison) + technologies = [] + for tech in cell_a_with_b_cell_specific_genes: + technologies.extend([tech, tech]) + + technology_series = pd.Series(technologies, name="Technology") + + # Step 2: Create corresponding category labels (A with B genes, B with A genes) + category_labels = [] + for _ in cell_a_with_b_cell_specific_genes: + category_labels.extend( + [f"{cell_a_name} with {cell_b_name} genes", f"{cell_b_name} with {cell_a_name} genes"] + ) + + category_series = pd.Series(category_labels, name="Category") + + # Step 3: Extract counts from both dictionaries and interleave them + a_counts = cell_a_with_b_cell_specific_genes.values() + b_counts = cell_b_with_a_cell_specific_genes.values() + + count_values = [] + + for a_count, b_count in zip(a_counts, b_counts, strict=False): + # Step 3: Add both counts to the list + count_values.append(a_count) + count_values.append(b_count) + + count_series = pd.Series(count_values, name="Count") + + # Step 4: Combine into a single DataFrame + orthogonal_data = pd.concat([technology_series, category_series, count_series], axis=1) fig, ax = plt.subplots(figsize=(10, 6))