{ "cells": [ { "cell_type": "markdown", "id": "091be986-ff7a-4697-9c5a-7f8094642cda", "metadata": {}, "source": [ "# 1. Finding co-accessible modules (CCAN)" ] }, { "cell_type": "code", "execution_count": 1, "id": "1b067826-34bf-4f3e-808f-6752527ee714", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Name: circe-py\n", "Version: 0.4.0\n", "Summary: Circe: Package for building co-accessibility networks from ATAC-seq data.\n", "Home-page: https://github.com/cantinilab/circe\n", "Author: \n", "Author-email: Rémi Trimbour \n", "License: GPL-3.0-only\n", "Location: /Users/remitrimbour/miniconda3/envs/circe/lib/python3.12/site-packages\n", "Editable project location: /Users/remitrimbour/CIRCE/circe_package\n", "Requires: anndata, attrs, cmake, Cython, dask, distributed, joblib, numba, numpy, pandas, rich, scanpy, scikit-learn\n", "Required-by: \n", "Note: you may need to restart the kernel to use updated packages.\n" ] } ], "source": [ "pip show circe-py" ] }, { "cell_type": "code", "execution_count": 2, "id": "18bcf460-6d87-487c-8433-7fa9f898970a", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import circe as ci\n", "import scanpy as sc\n", "import scipy as sp" ] }, { "cell_type": "markdown", "id": "56049b45", "metadata": {}, "source": [ "## Importing (or create) data" ] }, { "cell_type": "markdown", "id": "3972a885-0c5c-4378-81c2-26b7cfdee1f6", "metadata": { "tags": [] }, "source": [ "#### Create fake AnnData" ] }, { "cell_type": "markdown", "id": "1d0ec88e-0410-4e5c-a2d1-beb196b02b16", "metadata": {}, "source": [ "This data doesn't contain strong correlation between fake regions, the score will then be low. \n", "\n", "It will still allow us to demonstrate how to use Circe. :)" ] }, { "cell_type": "code", "execution_count": 3, "id": "79295862-9df3-4fa4-a32c-0931c73c705f", "metadata": {}, "outputs": [], "source": [ "atac = sc.datasets.blobs(n_centers=8, n_variables=2_000, n_observations=300, random_state=1)\n", "atac.X = np.random.poisson(lam=0.2, size=atac.X.shape)\n", "cell_names = [f\"cell_{i}\" for i in range(1, atac.shape[0]+1)]\n", "# number of chr_start_end region names\n", "region_names = [[f\"chr{i}_{str(j)}_{str(j+399)}\" \n", " for j in range(1, 10000*400+1, 10000)] \n", " for i in range(1, 6)]\n", "regions_names = [item for sublist in region_names for item in sublist]\n", "# select a random number of regions per cell, and make it 0\n", "for i in range(atac.shape[0]):\n", " num_regions = np.random.randint(500, 1000)\n", " region_indices = np.random.choice(len(regions_names), num_regions, replace=False)\n", " atac.X[i, region_indices] = 0\n", "\n", "atac.var_names = regions_names\n", "atac.obs_names = cell_names" ] }, { "cell_type": "markdown", "id": "5f4fbec1", "metadata": {}, "source": [ "## 1. Preprocessing the data" ] }, { "cell_type": "markdown", "id": "50a80d79-8423-473a-9810-6dc35b7e9900", "metadata": { "tags": [] }, "source": [ "#### 1.1. Filtering the data" ] }, { "cell_type": "code", "execution_count": 4, "id": "30d98f97-b3b5-4d21-ae8f-4de6c9797f29", "metadata": { "tags": [] }, "outputs": [], "source": [ "sc.pp.filter_genes(atac, min_cells=30)\n", "sc.pp.filter_cells(atac, min_genes=20)" ] }, { "cell_type": "markdown", "id": "e52b2c18", "metadata": {}, "source": [ "_Make sure to all your features (peaks) are expressed in at least 1 of the cells:_" ] }, { "cell_type": "code", "execution_count": 5, "id": "af47d8e1", "metadata": {}, "outputs": [], "source": [ "sc.pp.filter_genes(atac, min_counts=1)" ] }, { "cell_type": "markdown", "id": "56bbfdba-4447-4778-b4d7-83be18c8923f", "metadata": { "tags": [] }, "source": [ "### 1.2. Adding region position in AnnData.obs" ] }, { "cell_type": "markdown", "id": "42c7fb90-ff33-4058-b1a0-aaf99ef0719f", "metadata": {}, "source": [ "Let's first run `add_region_infos` that will **add coordinate annotations** `chr`, `start`, `end` as columns in `atac.var` slot" ] }, { "cell_type": "code", "execution_count": null, "id": "2feb1282-0e2b-4e10-bb8b-8f448e4ca2a6", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " n_cells n_counts chromosome start end\n", "chr1_20001_20400 31 32 chr1 20001 20400\n", "chr1_30001_30400 38 45 chr1 30001 30400\n", "chr1_40001_40400 32 32 chr1 40001 40400" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "atac = ci.add_region_infos(atac)\n", "atac.var.head(3)" ] }, { "cell_type": "markdown", "id": "6d5c7a34-66cc-4587-b8d5-e485dc975fd8", "metadata": { "tags": [] }, "source": [ "### 2. Computing pseudocells" ] }, { "cell_type": "markdown", "id": "b38f6946-9c5d-4462-be04-04a930dc5bd2", "metadata": {}, "source": [ "**Computing metacells** is an interesting step to reduce sparsity in our data, since scATAC-seq data have usually a lot of dropouts." ] }, { "cell_type": "code", "execution_count": 7, "id": "2d8f7966-3f9c-4d73-bd67-5bef4fabd53f", "metadata": { "scrolled": true, "tags": [] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "d83e721b9ccf492a80df169a7d2ed8ef", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
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      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "metacells = ci.metacells.compute_metacells(atac)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "85c4ee0a-eab8-4516-b37a-39504615484d",
   "metadata": {},
   "source": [
    "You can also use your own dimensionality reduction space, that would be stored in the atac.obsm slot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "72d6916a-8006-4b98-a5ed-645167dbab79",
   "metadata": {},
   "outputs": [],
   "source": [
    "atac.obsm[\"dim_reduction_name\"] = atac.X"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "3ca0b58c-6e96-4847-8a42-f79e011df286",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Using adata.obsm['dim_reduction_name'] to identify neighboring cells\n"
     ]
    },
    {
     "data": {
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       "model_id": "e4541a5016514e84804e227da8c08a60",
       "version_major": 2,
       "version_minor": 0
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       "Output()"
      ]
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     "output_type": "display_data"
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       "
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      ],
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     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 299 × 1644\n",
       "    var: 'n_cells', 'n_counts', 'chromosome', 'start', 'end'"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ci.metacells.compute_metacells(atac, dim_reduction=\"dim_reduction_name\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "23c4e2ef-c346-4c63-9efb-8e4bbeb95cb2",
   "metadata": {},
   "source": [
    "### 3. Calculating co-accessibility"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "44cf4011-9929-432e-9d8c-59e903e4cb88",
   "metadata": {},
   "source": [
    "#### 3.A. Human datasets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b8cab636-4a10-40cd-a347-5f3e3269f16e",
   "metadata": {},
   "source": [
    "We can finally **compute all the cis co-accessibility scores** ! 
\n", "The default way is to **indicate your organism** if among the one known by Circe.
\n", "The atac network is stored automatically as a sparse matrix in `atac.varp[\"atac_network\"]`" ] }, { "cell_type": "code", "execution_count": null, "id": "85035bc6-5fa6-4cef-839f-7a9f12926753", "metadata": { "scrolled": true, "tags": [] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "3aa87a59bb904be0b15ac7957653a14c", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
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     },
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     "output_type": "display_data"
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       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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       "
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      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating co-accessibility scores...\n",
      "Concatenating results from all chromosomes...\n"
     ]
    }
   ],
   "source": [
    "ci.compute_atac_network(\n",
    "    metacells,\n",
    "    njobs=3, verbose=0,\n",
    "    organism=\"human\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "6b817a44",
   "metadata": {},
   "outputs": [],
   "source": [
    "circe_network = ci.extract_atac_links(\n",
    "    metacells)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b5bfc6e-e0ae-4ffa-9ef3-d47648549483",
   "metadata": {},
   "source": [
    "#### 3.B. Other organisms"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "92e27ea5-f8a8-4348-aaec-c8eb13b378cb",
   "metadata": {},
   "source": [
    "##### If your organism is **not** \"human\", \"mouse\" or \"drosophila\", human default values will be used for:\n",
    "`s`, `window_size` and `distance_constraint`.\n",
    "Distance constraint is usually half of the window size.\n",
    "\n",
    "If you know their values,\n",
    "you can also specify yourself the following parameters that are organism-specific."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "46ee44f6",
   "metadata": {},
   "outputs": [],
   "source": [
    "ci.compute_atac_network(\n",
    "    metacells,\n",
    "    njobs=3, verbose=0,\n",
    "    window_size=100000,\n",
    "    unit_distance=1000,\n",
    "    distance_constraint=50000,\n",
    "    s=0.75\n",
    ")\n",
    "\n",
    "#ci.compute_atac_network(\n",
    "#    metacells,\n",
    "#    njobs=3, verbose=0,\n",
    "#    organism=\"drosophila\"\n",
    "#)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "343cff05-6b69-4e58-9e71-144e15122adb",
   "metadata": {},
   "source": [
    "#### 3.C. Using sparse matrix"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "69f7dc04-4e27-4b18-a368-8306078e6e46",
   "metadata": {},
   "source": [
    "1. Circe can also work with `sparse covariance matrix`.
" ] }, { "cell_type": "code", "execution_count": 12, "id": "415223fa-1643-47cf-a1d8-bc8ae52578fd", "metadata": {}, "outputs": [], "source": [ "atac.X = sp.sparse.csr_matrix(atac.X)" ] }, { "cell_type": "markdown", "id": "447e0022-56cc-4585-bf0e-0f651a85ac01", "metadata": {}, "source": [ "2. Connections can also be stored externally from your `AnnData` object using `sliding_graphical_lasso`." ] }, { "cell_type": "code", "execution_count": 13, "id": "1825591f-5177-4429-8791-54ef15537e66", "metadata": { "scrolled": true, "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/rtrimbou/ATACNet/circe/circe/circe.py:958: UserWarning: \n", " No organism, nor value passed for the parameters: ['window_size', 'distance_constraint', 's'],\n", " using default values.\n", " The default values are defined from human and mouse data,\n", " you might want to change them if you are working with\n", " another organisms.\n", "\n", " Default values used:\n", " {'window_size': 500000, 'distance_constraint': 250000, 's': 0.75}\n", "\n", " You can check how to define them in https://cole-trapnell-lab.github.io/cicero-release/docs_m3/#important-considerations-for-non-human-data.\n", " \n", " warnings.warn(\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "503b574acac84d2d80df6abc8e346413", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Output()" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
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     "metadata": {},
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    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating co-accessibility scores...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/rtrimbou/ATACNet/circe/circe/circe.py:1114: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  chr_var.loc[:, map_indices] = np.arange(len(chr_var), dtype=np.int64)\n",
      "/home/rtrimbou/ATACNet/circe/circe/circe.py:1114: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  chr_var.loc[:, map_indices] = np.arange(len(chr_var), dtype=np.int64)\n",
      "/home/rtrimbou/ATACNet/circe/circe/circe.py:1114: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  chr_var.loc[:, map_indices] = np.arange(len(chr_var), dtype=np.int64)\n",
      "/home/rtrimbou/ATACNet/circe/circe/circe.py:1114: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  chr_var.loc[:, map_indices] = np.arange(len(chr_var), dtype=np.int64)\n",
      "/home/rtrimbou/ATACNet/circe/circe/circe.py:1114: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  chr_var.loc[:, map_indices] = np.arange(len(chr_var), dtype=np.int64)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Concatenating results from all chromosomes...\n"
     ]
    }
   ],
   "source": [
    "final_score = ci.sliding_graphical_lasso(\n",
    "    metacells,\n",
    "    n_samples=50,\n",
    "    n_samples_maxtry=100,\n",
    "    max_alpha_iteration=500,\n",
    "    verbose=0\n",
    ")\n",
    "\n",
    "# You can then add it in a second time\n",
    "metacells.varp['atac_network'] = final_score"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aad0c904-effe-43a0-b504-d12089176550",
   "metadata": {},
   "source": [
    "### 4. Extracting connections"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "735f7800-4f9a-4526-853c-d878f031dbf5",
   "metadata": {},
   "source": [
    "#### 4.A.Getting the whole genome cis-coaccessible network\n",
    "\n",
    "You can **extract connections** from the atac.varp slot (sparse matrix), as a `DataFrame object` with `extract_atac_links`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "0a26c332-5a1e-4b10-bf0b-3e6339dace60",
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
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Peak1Peak2score
0chr1_2770001_2770400chr1_3210001_32104000.325869
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" ], "text/plain": [ " Peak1 Peak2 score\n", "0 chr1_2770001_2770400 chr1_3210001_3210400 0.325869\n", "1 chr1_1010001_1010400 chr1_1320001_1320400 0.304926\n", "2 chr4_2580001_2580400 chr4_2750001_2750400 0.300668" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "circe_network = ci.extract_atac_links(metacells) #atac)\n", "circe_network.head(3)" ] }, { "cell_type": "markdown", "id": "07516731-4de2-48c6-bd59-5fcffca34084", "metadata": {}, "source": [ "#### 4.B. Subsetting the AnnData object to a given window" ] }, { "cell_type": "markdown", "id": "f8a1bc5a-dfc0-4437-aed6-2e6606165378", "metadata": {}, "source": [ "If you're interested in a specific genomic region only, you can also **subset your anndata object** on this specific window" ] }, { "cell_type": "code", "execution_count": 18, "id": "f699ad6c", "metadata": { "scrolled": true }, "outputs": [], "source": [ "subset_atac = ci.subset_region(metacells, \"chr1\", 10_000, 200_000).copy()" ] }, { "cell_type": "code", "execution_count": 19, "id": "39d41ca4", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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2chr1_80001_80400chr1_150001_1504000.033743
\n", "
" ], "text/plain": [ " Peak1 Peak2 score\n", "0 chr1_110001_110400 chr1_130001_130400 0.049829\n", "1 chr1_130001_130400 chr1_180001_180400 0.048972\n", "2 chr1_80001_80400 chr1_150001_150400 0.033743" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "circe_network_subset = ci.extract_atac_links(subset_atac)\n", "circe_network_subset.head(3)" ] }, { "cell_type": "markdown", "id": "1c66dcfb-1a1d-4309-bf57-ee9b4ee1f3b4", "metadata": {}, "source": [ "### 5. Plotting co-accessibility scores in a window" ] }, { "cell_type": "markdown", "id": "a2beae63-65f4-4642-a876-e01a271db740", "metadata": {}, "source": [ "You can pass either your `anndata` object or your freshly extracted `dataframe` into `plot_connections` to **visualize all Circe scores**.
\n", "**Blue edges** correspond to positive co-accessibility scores, while **yellow ones** are for negative scores" ] }, { "cell_type": "code", "execution_count": 21, "id": "0c3bef89", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ci.plot_connections(\n", " metacells,\n", " chromosome=\"chr2\",\n", " start=10_000,\n", " end=200_000,\n", " sep=(\"_\",\"_\"),\n", " abs_threshold=0.01\n", ")" ] }, { "cell_type": "markdown", "id": "bdcb097f-a019-4caa-8b0d-b393bc737156", "metadata": {}, "source": [ "### 6. Finding cis-coaccessible connected modules" ] }, { "cell_type": "markdown", "id": "366c168b-3f25-41a8-96f3-ae876f20715e", "metadata": {}, "source": [ "In addition to pairwise co-accessibility scores, Circe can also be used to **define cis co-accessibility modules** (called CCANs by Cicero), which are modules of sites that are highly co-accessible with one another. We use the Louvain community detection algorithm (Blondel et al., 2008) to find clusters of sites that tended to be co-accessible.
\n", "- The function `find_ccans` takes as input a `connection data frame` or the `anndata object` once again, and outputs a data frame with CCAN assignments for each input peak.
\n", "- You can also use `add_ccans` to directly add CCAN assignments to your anndata object as `anndata.var['CCAN']`. The regions that aren't assigned to a CCAN will contain `None`." ] }, { "cell_type": "code", "execution_count": 22, "id": "f8ef9ec3-d93f-4dfe-b92c-6aaae9f7e921", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Coaccessibility cutoff used: 0.02\n", "Number of CCANs generated: 70\n" ] }, { "data": { "text/html": [ "
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PeakCCAN
0chr1_2910001_29104000
1chr1_3360001_33604000
2chr1_3400001_34004000
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" ], "text/plain": [ " Peak CCAN\n", "0 chr1_2910001_2910400 0\n", "1 chr1_3360001_3360400 0\n", "2 chr1_3400001_3400400 0" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ccans = ci.find_ccans(circe_network, seed=0)\n", "ccans.head(3)" ] }, { "cell_type": "code", "execution_count": 23, "id": "7e1f81d1-bb58-48aa-8d67-ec4720cad498", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Coaccessibility cutoff used: 0.03\n" ] }, { "data": { "text/html": [ "
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n_cellsn_countschromosomestartendCCAN
chr1_20001_204003132chr12000120400None
chr1_30001_304003845chr13000130400None
chr1_40001_404003232chr14000140400None
\n", "
" ], "text/plain": [ " n_cells n_counts chromosome start end CCAN\n", "chr1_20001_20400 31 32 chr1 20001 20400 None\n", "chr1_30001_30400 38 45 chr1 30001 30400 None\n", "chr1_40001_40400 32 32 chr1 40001 40400 None" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "metacells = ci.add_ccans(metacells)\n", "metacells.var.head(3)" ] }, { "cell_type": "code", "execution_count": 24, "id": "9c795c97-91fd-4512-89c8-b931296c7abc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "CCAN\n", "35 52\n", "37 42\n", "8 36\n", "Name: count, dtype: int64" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "metacells.var['CCAN'].value_counts().head(3)" ] }, { "cell_type": "markdown", "id": "538af36a-102d-475d-80cb-4e7aaa1212ed", "metadata": {}, "source": [ "With default `coaccess_cutoff_override=None`, the function will determine and report an appropriate co-accessibility score cutoff value for CCAN generation based on the number of overall CCANs at varying cutoffs. You can also set `coaccess_cutoff_override` to be a numeric between 0 and 1, to override the cutoff-finding part of the function. This option is useful if you feel that the cutoff found automatically was too strict or loose, or for speed if you are rerunning the code and know what the cutoff will be, since the cutoff finding procedure can be slow. " ] }, { "cell_type": "code", "execution_count": 25, "id": "38c8d848-287b-4200-b7be-434b65bf0dbf", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Coaccessibility cutoff used: 1e-07\n", "Number of CCANs generated: 37\n" ] } ], "source": [ "ccans = ci.find_ccans(circe_network, seed=0, coaccess_cutoff_override=1e-7)" ] }, { "cell_type": "markdown", "id": "1b02d2de-2d7c-41ad-85cc-34c1179e2c90", "metadata": {}, "source": [ "#### 6.B. Plotting only a CCAN module" ] }, { "cell_type": "markdown", "id": "df4a6121-0aad-4563-925d-bdd0b06e96de", "metadata": {}, "source": [ "If you're interested in a specific CCAN module, you can use `circe.draw.plot_ccan` function, precising its CCAN name. Only the connections between **regions belonging to this CCAN module will be plotted**." ] }, { "cell_type": "code", "execution_count": 26, "id": "4d2d830d-c3f8-4417-b441-697a8eb43c4d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "This CCAN module is on the chromosome: chr3\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/rtrimbou/ATACNet/circe/circe/draw.py:244: UserWarning: varp parameter is ignored for DataFrame input.\n", " warnings.warn(\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ci.draw.plot_ccan(\n", " metacells,\n", " ccan_module=metacells.var['CCAN'].value_counts().index[1],\n", " sep=('_', '_'),\n", " abs_threshold=0,\n", " figsize=(15,5),\n", " only_positive=False)" ] }, { "cell_type": "markdown", "id": "46a807ab-4eaa-4951-9f45-eae267bc2ab7", "metadata": {}, "source": [ "### 7.Coordinates overlap between co-accessible regions and gene bodies" ] }, { "cell_type": "markdown", "id": "17d516e3-76b7-454c-b4d5-f8494c549014", "metadata": {}, "source": [ "To better understand the role of specific regions and modules, you can additionally plot **gene bodies** falling into your window of interest.\n", "
You need first to load gene coordinates as a dataframe, or to download them through `circe.downloads.download_genes`. This functions will require to install the `pybiomart` package Then you can use `ci.draw.plot_connections_genes`, using gene infos and either your AnnData object or the dataframe of Circe's results to compare these locations. " ] }, { "cell_type": "code", "execution_count": 27, "id": "4e614cf2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: pybiomart in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (0.2.0)\n", "Requirement already satisfied: future in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from pybiomart) (1.0.0)\n", "Requirement already satisfied: pandas in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from pybiomart) (2.2.3)\n", "Requirement already satisfied: requests in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from pybiomart) (2.32.3)\n", "Requirement already satisfied: requests-cache in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from pybiomart) (1.2.1)\n", "Requirement already satisfied: numpy>=1.22.4 in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from pandas->pybiomart) (1.26.4)\n", "Requirement already satisfied: python-dateutil>=2.8.2 in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from pandas->pybiomart) (2.9.0.post0)\n", "Requirement already satisfied: pytz>=2020.1 in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from pandas->pybiomart) (2025.1)\n", "Requirement already satisfied: tzdata>=2022.7 in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from pandas->pybiomart) (2025.1)\n", "Requirement already satisfied: charset_normalizer<4,>=2 in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from requests->pybiomart) (3.4.1)\n", "Requirement already satisfied: idna<4,>=2.5 in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from requests->pybiomart) (3.10)\n", "Requirement already satisfied: urllib3<3,>=1.21.1 in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from requests->pybiomart) (2.2.1)\n", "Requirement already satisfied: certifi>=2017.4.17 in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from requests->pybiomart) (2024.12.14)\n", "Requirement already satisfied: attrs>=21.2 in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from requests-cache->pybiomart) (25.1.0)\n", "Requirement already satisfied: cattrs>=22.2 in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from requests-cache->pybiomart) (24.1.2)\n", "Requirement already satisfied: platformdirs>=2.5 in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from requests-cache->pybiomart) (4.3.6)\n", "Requirement already satisfied: url-normalize>=1.4 in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from requests-cache->pybiomart) (1.4.3)\n", "Requirement already satisfied: exceptiongroup>=1.1.1 in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from cattrs>=22.2->requests-cache->pybiomart) (1.2.2)\n", "Requirement already satisfied: typing-extensions!=4.6.3,>=4.1.0 in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from cattrs>=22.2->requests-cache->pybiomart) (4.12.2)\n", "Requirement already satisfied: six>=1.5 in /home/rtrimbou/miniconda3/envs/circe_local/lib/python3.10/site-packages (from python-dateutil>=2.8.2->pandas->pybiomart) (1.17.0)\n", "Note: you may need to restart the kernel to use updated packages.\n" ] } ], "source": [ "pip install pybiomart" ] }, { "cell_type": "code", "execution_count": 28, "id": "0e6fc9fa-98e0-4b95-a95e-92be187a138f", "metadata": {}, "outputs": [], "source": [ "import circe.downloads\n", "genes_df = ci.downloads.download_genes()" ] }, { "cell_type": "code", "execution_count": 31, "id": "094a89c8-8eda-4bae-86cf-cad7a39a276a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "fig, ax = plt.subplots(1, figsize = (20, 6))\n", "ci.draw.plot_connections_genes(\n", " connections=metacells,\n", " genes=genes_df,\n", " chromosome=\"chr1\",\n", " start=50_000,\n", " end=350_000,\n", " gene_spacing=30_000,\n", " y_lim_top=-0.02,\n", " abs_threshold=0.0,\n", " track_spacing=0.01,\n", " track_width=0.01,\n", " legend=True,\n", " ax=ax\n", ")" ] }, { "cell_type": "markdown", "id": "af6228fc-9bb2-4fda-9467-b739d8d6a54b", "metadata": {}, "source": [ "### 7. Work in progress! Happy to get feedbacks :)" ] }, { "cell_type": "markdown", "id": "79257a67-9d1e-4b22-8dc6-40a95b1b1ede", "metadata": {}, "source": [ "If you feel any function could be useful for you on others, don't hesitate to write me at `remi.trimbour@pasteur.fr` or to submit an issue on `github.com/cantinilab/Circe`." ] } ], "metadata": { "kernelspec": { "display_name": "circe", "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": 5 }