{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Handling Zman-seq Timestamps\n",
"CellDyc was applied to the GBM Monocyte Differentiation dataset (See details [here](datasets.rst#celldyc.datasets.core.mono2tam)), where temporal information was derived from Zman-seq rather than traditional time-series sampling. Since Zman-seq provides continuous in vivo timestamping, the resulting temporal labeling is highly asynchronous."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Import Packages"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [],
"source": [
"import scanpy as sc\n",
"import matplotlib.pyplot as plt\n",
"import celldyc as cdc"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Load the Data\n",
"The analysis is based on in-built GBM Monocyte Differentiation dataset."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"AnnData object with n_obs × n_vars = 3108 × 4407\n",
" obs: 'batch', 'mouse', 'time_assignment', 'cluster_colors', 'n_genes', 'Treatment', 'combined', 'Treatment_cluster'\n",
" uns: 'cluster_colors_colors'\n",
" obsm: 'X_mcg', 'X_pca'\n",
" layers: 'spliced', 'unspliced'"
]
},
"execution_count": 33,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Load Zman-seq data\n",
"adata = cdc.datasets.mono2tam()\n",
"adata"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This dataset contains cells from 4 time points and the temporal label is highly asynchronous. "
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(5,4))\n",
"ax = sc.pl.embedding(\n",
" adata,\n",
" color=[\"time_assignment\"], \n",
" basis=\"mcg\", \n",
" ax=ax,\n",
" title=\"Zman-seq time points\", \n",
" legend_loc=\"lower right\", \n",
" s=50, \n",
" frameon=False \n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Preprocess the Data"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [],
"source": [
"adata = cdc.tl.preprocess(adata)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We transform descriptive time point strings into numerical format."
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [],
"source": [
"cat_map = {'12H': 12, '24H': 24, '36H': 36, '48H': 48}\n",
"adata.obs['numerical_time'] = adata.obs['time_assignment'].map(cat_map).astype('category')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Estimation of Time Representation and Transcriptomic Velocity"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We train CellDyc using the `recover_dyc` function. By default, predicted velocities are stored in **adata.layers['velocity']**, and predicted time values are stored in **adata.obs['getime']**."
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Training with early stop (max_epochs=500, patience=40)\n",
"epoch 1:loss=0.926128,trend_loss=0.925350,time_loss=0.778284\n",
"epoch 51:loss=0.623676,trend_loss=0.623134,time_loss=0.542161\n",
"epoch 101:loss=0.598081,trend_loss=0.597530,time_loss=0.551124\n",
"epoch 151:loss=0.577577,trend_loss=0.577017,time_loss=0.560104\n",
"Early stopping at epoch 191\n"
]
},
{
"data": {
"text/plain": [
"AnnData object with n_obs × n_vars = 3108 × 2000\n",
" obs: 'batch', 'mouse', 'time_assignment', 'cluster_colors', 'n_genes', 'Treatment', 'combined', 'Treatment_cluster', 'numerical_time', 'getime'\n",
" var: 'n_cells', 'highly_variable', 'means', 'dispersions', 'dispersions_norm', 'getime_weights'\n",
" uns: 'cluster_colors_colors', 'time_assignment_colors', 'log1p', 'hvg', 'pca', 'neighbors'\n",
" obsm: 'X_mcg', 'X_pca'\n",
" varm: 'PCs'\n",
" layers: 'spliced', 'unspliced', 'velocity'\n",
" obsp: 'distances', 'connectivities'"
]
},
"execution_count": 37,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cdc.tl.recover_dyc(adata, time_key=\"numerical_time\", time_weight=0.001)"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cdc.pl.getime_violin(adata,\"getime\",\"numerical_time\",xlabel=\"Zman-seq time\",remove_ticks=False)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We then project the velocities onto the metacell graph projection."
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "c80d37b27ee544e69a795960930937f4",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
" 0%| | 0/3108 [00:00, ?cells/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"computing velocity graph\n",
"finished.\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"computing velocity embedding\n",
"finished.\n"
]
}
],
"source": [
"cdc.pl.plot_velocity_projection(\n",
" adata, \n",
" basis=\"mcg\", \n",
" color='cluster_colors', \n",
" legend_loc=\"right\", \n",
" figsize=(5, 5) \n",
")"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "celldyc_test5",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.11"
}
},
"nbformat": 4,
"nbformat_minor": 4
}