{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import scanpy as sc\n",
"import numpy as np\n",
"import gdown\n",
"import h5py\n",
"from mofapy2.run.entry_point import entry_point"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# MOFA 2"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Load the dataset"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Downloading...\n",
"From: https://drive.google.com/uc?id=1mXikpKDZ6Nqh42kDHHbwVeMJWc1V9mdB\n",
"To: /mnt/home/icb/anastasia.litinetskaya/multigrate/example/gayoso2020-expressions.h5ad\n",
"204MB [00:04, 45.5MB/s] \n"
]
},
{
"data": {
"text/plain": [
"'gayoso2020-expressions.h5ad'"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"gdown.download(\n",
" 'https://drive.google.com/uc?id=1mXikpKDZ6Nqh42kDHHbwVeMJWc1V9mdB',\n",
" 'gayoso2020-expressions.h5ad'\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"AnnData object with n_obs × n_vars = 30293 × 4000\n",
" obs: 'batch_indices', 'n_genes', 'percent_mito', 'leiden_subclusters', 'cell_types', 'tissue', 'batch', 'n_genes_by_counts', 'log1p_n_genes_by_counts', 'total_counts', 'log1p_total_counts'\n",
" var: 'n_cells', 'n_cells_by_counts', 'mean_counts', 'log1p_mean_counts', 'pct_dropout_by_counts', 'total_counts', 'log1p_total_counts', 'highly_variable', 'means', 'dispersions', 'dispersions_norm'\n",
" uns: 'batch_colors', 'cell_types_colors', 'neighbors', 'pca', 'tissue_colors', 'umap'\n",
" obsm: 'X_pca', 'X_umap'\n",
" varm: 'PCs'\n",
" layers: 'count'\n",
" obsp: 'connectivities', 'distances'"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"scrna = sc.read('gayoso2020-expressions.h5ad')\n",
"scrna"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Downloading...\n",
"From: https://drive.google.com/uc?id=1Y4wyzhaXrmW1anoByA5clmzrY6OurL4R\n",
"To: /mnt/home/icb/anastasia.litinetskaya/multigrate/example/gayoso2020-proteins.h5ad\n",
"57.4MB [00:01, 40.9MB/s]\n"
]
},
{
"data": {
"text/plain": [
"'gayoso2020-proteins.h5ad'"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"gdown.download(\n",
" 'https://drive.google.com/uc?id=1Y4wyzhaXrmW1anoByA5clmzrY6OurL4R',\n",
" 'gayoso2020-proteins.h5ad'\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"AnnData object with n_obs × n_vars = 30293 × 110\n",
" obs: 'batch_indices', 'n_genes', 'percent_mito', 'leiden_subclusters', 'cell_types', 'tissue', 'batch'\n",
" var: 'n_cells'\n",
" uns: 'batch_colors', 'cell_types_colors', 'neighbors', 'pca', 'tissue_colors', 'umap'\n",
" obsm: 'X_pca', 'X_umap'\n",
" varm: 'PCs'\n",
" layers: 'count'\n",
" obsp: 'connectivities', 'distances'"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cite = sc.read('gayoso2020-proteins.h5ad')\n",
"cite"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Prep data"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"scrna.obs.rename(columns={'cell_types': 'cell_type'}, inplace=True)\n",
"cite.obs.rename(columns={'cell_types': 'cell_type'}, inplace=True)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"scrna1 = scrna[scrna.obs['batch_indices'] == 0]\n",
"scrna2 = scrna[scrna.obs['batch_indices'] == 1]"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"View of AnnData object with n_obs × n_vars = 16845 × 4000\n",
" obs: 'batch_indices', 'n_genes', 'percent_mito', 'leiden_subclusters', 'cell_type', 'tissue', 'batch', 'n_genes_by_counts', 'log1p_n_genes_by_counts', 'total_counts', 'log1p_total_counts'\n",
" var: 'n_cells', 'n_cells_by_counts', 'mean_counts', 'log1p_mean_counts', 'pct_dropout_by_counts', 'total_counts', 'log1p_total_counts', 'highly_variable', 'means', 'dispersions', 'dispersions_norm'\n",
" uns: 'batch_colors', 'cell_types_colors', 'neighbors', 'pca', 'tissue_colors', 'umap'\n",
" obsm: 'X_pca', 'X_umap'\n",
" varm: 'PCs'\n",
" layers: 'count'\n",
" obsp: 'connectivities', 'distances'"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"scrna1"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"View of AnnData object with n_obs × n_vars = 13448 × 4000\n",
" obs: 'batch_indices', 'n_genes', 'percent_mito', 'leiden_subclusters', 'cell_type', 'tissue', 'batch', 'n_genes_by_counts', 'log1p_n_genes_by_counts', 'total_counts', 'log1p_total_counts'\n",
" var: 'n_cells', 'n_cells_by_counts', 'mean_counts', 'log1p_mean_counts', 'pct_dropout_by_counts', 'total_counts', 'log1p_total_counts', 'highly_variable', 'means', 'dispersions', 'dispersions_norm'\n",
" uns: 'batch_colors', 'cell_types_colors', 'neighbors', 'pca', 'tissue_colors', 'umap'\n",
" obsm: 'X_pca', 'X_umap'\n",
" varm: 'PCs'\n",
" layers: 'count'\n",
" obsp: 'connectivities', 'distances'"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"scrna2"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"cite1 = cite[cite.obs['batch_indices'] == 0]\n",
"cite2 = cite[cite.obs['batch_indices'] == 1]"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"View of AnnData object with n_obs × n_vars = 16845 × 110\n",
" obs: 'batch_indices', 'n_genes', 'percent_mito', 'leiden_subclusters', 'cell_type', 'tissue', 'batch'\n",
" var: 'n_cells'\n",
" uns: 'batch_colors', 'cell_types_colors', 'neighbors', 'pca', 'tissue_colors', 'umap'\n",
" obsm: 'X_pca', 'X_umap'\n",
" varm: 'PCs'\n",
" layers: 'count'\n",
" obsp: 'connectivities', 'distances'"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cite1"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"View of AnnData object with n_obs × n_vars = 13448 × 110\n",
" obs: 'batch_indices', 'n_genes', 'percent_mito', 'leiden_subclusters', 'cell_type', 'tissue', 'batch'\n",
" var: 'n_cells'\n",
" uns: 'batch_colors', 'cell_types_colors', 'neighbors', 'pca', 'tissue_colors', 'umap'\n",
" obsm: 'X_pca', 'X_umap'\n",
" varm: 'PCs'\n",
" layers: 'count'\n",
" obsp: 'connectivities', 'distances'"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cite2"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Configure and train the model"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
" #########################################################\n",
" ### __ __ ____ ______ ### \n",
" ### | \\/ |/ __ \\| ____/\\ _ ### \n",
" ### | \\ / | | | | |__ / \\ _| |_ ### \n",
" ### | |\\/| | | | | __/ /\\ \\_ _| ###\n",
" ### | | | | |__| | | / ____ \\|_| ###\n",
" ### |_| |_|\\____/|_|/_/ \\_\\ ###\n",
" ### ### \n",
" ######################################################### \n",
" \n",
" \n",
" \n"
]
}
],
"source": [
"ent = entry_point()"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"ent.set_data_options(\n",
" scale_groups = False, \n",
" scale_views = False\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Features names not provided, using default naming convention:\n",
"- feature1_view1, featureD_viewM\n",
"\n",
"Samples names not provided, using default naming convention:\n",
"- sample1_group1, sample2_group1, sample1_group2, ..., sampleN_groupG\n",
"\n",
"Successfully loaded view='scRNA' group='batch_1' with N=16845 samples and D=4000 features...\n",
"Successfully loaded view='scRNA' group='batch_2' with N=13448 samples and D=4000 features...\n",
"Successfully loaded view='scADT' group='batch_1' with N=16845 samples and D=110 features...\n",
"Successfully loaded view='scADT' group='batch_2' with N=13448 samples and D=110 features...\n",
"\n",
"\n"
]
}
],
"source": [
"ent.set_data_matrix(\n",
" [[scrna1.X.A, scrna2.X.A], [cite1.X, cite2.X]],\n",
" views_names=['scRNA', 'scADT'],\n",
" groups_names=['batch_1', 'batch_2']\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Model options:\n",
"- Automatic Relevance Determination prior on the factors: True\n",
"- Automatic Relevance Determination prior on the weights: True\n",
"- Spike-and-slab prior on the factors: False\n",
"- Spike-and-slab prior on the weights: True\n",
"Likelihoods:\n",
"- View 0 (scRNA): gaussian\n",
"- View 1 (scADT): gaussian\n",
"\n",
"\n"
]
}
],
"source": [
"ent.set_model_options(\n",
" factors = 20, \n",
" spikeslab_weights = True, \n",
" ard_factors = True,\n",
" ard_weights = True\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Warning: actively dropping factors during model training can be slow in large data sets.\n",
"Consider training the model with set drop_factor_threshold = -1 and prune them a posteriori\n"
]
}
],
"source": [
"ent.set_train_options(\n",
" iter = 1000, \n",
" convergence_mode = \"fast\", \n",
" startELBO = 1, \n",
" freqELBO = 1, \n",
" dropR2 = 0.001, \n",
" gpu_mode = False, \n",
" verbose = False, \n",
" seed = 1\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
"ent.build()"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\n",
"######################################\n",
"## Training the model with seed 1 ##\n",
"######################################\n",
"\n",
"\n",
"ELBO before training: -150719937.99 \n",
"\n",
"Iteration 1: time=166.04, ELBO=24298809.87, deltaELBO=175018747.858 (116.12182847%), Factors=19\n",
"Iteration 2: time=155.67, ELBO=26864551.58, deltaELBO=2565741.717 (1.70232403%), Factors=18\n",
"Iteration 3: time=150.91, ELBO=27782364.10, deltaELBO=917812.520 (0.60895229%), Factors=17\n",
"Iteration 4: time=141.21, ELBO=28083818.58, deltaELBO=301454.475 (0.20000969%), Factors=16\n",
"Iteration 5: time=133.89, ELBO=28185323.66, deltaELBO=101505.086 (0.06734682%), Factors=15\n",
"Iteration 6: time=123.96, ELBO=28306113.53, deltaELBO=120789.864 (0.08014193%), Factors=14\n",
"Iteration 7: time=118.68, ELBO=28396661.26, deltaELBO=90547.730 (0.06007681%), Factors=13\n",
"Iteration 8: time=115.40, ELBO=28458692.31, deltaELBO=62031.056 (0.04115650%), Factors=13\n",
"Iteration 9: time=116.03, ELBO=28496150.92, deltaELBO=37458.608 (0.02485312%), Factors=13\n",
"Iteration 10: time=115.51, ELBO=28519352.96, deltaELBO=23202.033 (0.01539414%), Factors=13\n",
"Iteration 11: time=115.89, ELBO=28535045.33, deltaELBO=15692.378 (0.01041161%), Factors=13\n",
"Iteration 12: time=115.37, ELBO=28546050.17, deltaELBO=11004.833 (0.00730151%), Factors=13\n",
"Iteration 13: time=114.00, ELBO=28554191.89, deltaELBO=8141.723 (0.00540189%), Factors=13\n",
"Iteration 14: time=116.25, ELBO=28560607.51, deltaELBO=6415.619 (0.00425665%), Factors=13\n",
"Iteration 15: time=116.25, ELBO=28565964.94, deltaELBO=5357.427 (0.00355456%), Factors=13\n",
"Iteration 16: time=116.83, ELBO=28570663.20, deltaELBO=4698.264 (0.00311721%), Factors=13\n",
"Iteration 17: time=116.08, ELBO=28575050.72, deltaELBO=4387.518 (0.00291104%), Factors=13\n",
"Iteration 18: time=116.04, ELBO=28579311.27, deltaELBO=4260.557 (0.00282680%), Factors=13\n",
"Iteration 20: time=114.72, ELBO=28587795.75, deltaELBO=4274.891 (0.00283631%), Factors=13\n",
"Iteration 21: time=114.52, ELBO=28592233.75, deltaELBO=4438.003 (0.00294454%), Factors=13\n",
"Iteration 22: time=116.53, ELBO=28596881.13, deltaELBO=4647.381 (0.00308345%), Factors=13\n",
"Iteration 23: time=114.89, ELBO=28601835.19, deltaELBO=4954.064 (0.00328693%), Factors=13\n",
"Iteration 24: time=115.68, ELBO=28607312.40, deltaELBO=5477.201 (0.00363403%), Factors=13\n",
"Iteration 25: time=114.33, ELBO=28613351.98, deltaELBO=6039.587 (0.00400716%), Factors=13\n",
"Iteration 26: time=115.26, ELBO=28619734.48, deltaELBO=6382.496 (0.00423467%), Factors=13\n",
"Iteration 27: time=116.17, ELBO=28625943.62, deltaELBO=6209.137 (0.00411965%), Factors=13\n",
"Iteration 28: time=115.42, ELBO=28631160.79, deltaELBO=5217.176 (0.00346150%), Factors=13\n",
"Iteration 29: time=115.24, ELBO=28635119.30, deltaELBO=3958.504 (0.00262640%), Factors=13\n",
"Iteration 30: time=115.71, ELBO=28638034.58, deltaELBO=2915.287 (0.00193424%), Factors=13\n",
"Iteration 31: time=115.80, ELBO=28640260.20, deltaELBO=2225.613 (0.00147665%), Factors=13\n",
"Iteration 32: time=115.22, ELBO=28642063.10, deltaELBO=1802.903 (0.00119619%), Factors=13\n",
"Iteration 33: time=115.74, ELBO=28643590.88, deltaELBO=1527.783 (0.00101366%), Factors=13\n",
"Iteration 34: time=115.05, ELBO=28644919.70, deltaELBO=1328.821 (0.00088165%), Factors=13\n",
"Iteration 35: time=115.03, ELBO=28646070.58, deltaELBO=1150.880 (0.00076359%), Factors=13\n",
"\n",
"Converged!\n",
"\n",
"\n",
"\n",
"#######################\n",
"## Training finished ##\n",
"#######################\n",
"\n",
"\n"
]
}
],
"source": [
"ent.run()"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Saving model in gayoso2020-mofa.hdf5...\n"
]
}
],
"source": [
"outfile = 'gayoso2020-mofa.hdf5'\n",
"ent.save(outfile)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Save results as AnnData"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"f = h5py.File(outfile)"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"AnnData object with n_obs × n_vars = 30293 × 13\n",
" obs: 'batch_indices', 'n_genes', 'percent_mito', 'leiden_subclusters', 'cell_type', 'tissue', 'batch', 'n_genes_by_counts', 'log1p_n_genes_by_counts', 'total_counts', 'log1p_total_counts'"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"z = np.concatenate([v[:,:] for k, v in f['expectations']['Z'].items()], axis=1).T\n",
"z = sc.AnnData(z)\n",
"\n",
"# to ensure correct order of cells\n",
"tmp = scrna1.concatenate(scrna2)\n",
"\n",
"z.obs_names = tmp.obs_names\n",
"z.obs = tmp.obs\n",
"\n",
"z"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [],
"source": [
"z.write('../data/integrated/mofa/gayoso-mofa.h5ad')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Remove old files"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [],
"source": [
"!rm 'gayoso2020-expressions.h5ad'\n",
"!rm 'gayoso2020-proteins.h5ad'\n",
"!rm 'gayoso2020-mofa.hdf5'"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Visualize results"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [],
"source": [
"sc.pp.neighbors(z)\n",
"sc.tl.umap(z)"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [],
"source": [
"z.obs['batch_indices'] = z.obs['batch_indices'].astype('category')"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 494.64x576 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sc.pl.umap(z, color=['batch_indices', 'cell_type'], ncols=1, frameon=False)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.7.9"
}
},
"nbformat": 4,
"nbformat_minor": 4
}