{
"cells": [
{
"cell_type": "markdown",
"id": "9e5888d0-eab0-4f59-a951-f66c87f27829",
"metadata": {
"tags": []
},
"source": [
"# NicheSphere differential communication tutorial"
]
},
{
"cell_type": "markdown",
"id": "43f6b026-a482-4bb1-92f8-47ac2cfbbbbe",
"metadata": {},
"source": [
"NicheSphere also offers the possibility to look at localized process based differential cell - cell communication based on Ligand-Receptor pairs expression data, such as results from LIANA and CrossTalkeR (Nagai et. al., 2021). This improves the interpretability of cell communication analysis as we will find changes in biological processes related to the changes in physical cell interactions. For this tutorial, we will use our self compiled database which classifies ligands according to extracellular matrix (ECM) or immune cell recruitment related processes: https://github.com/CostaLab/NicheSphere/tree/main/db"
]
},
{
"cell_type": "markdown",
"id": "a0d16031-54e1-4939-a1cb-351c7a73391b",
"metadata": {},
"source": [
"## 1. Libraries and functions"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "7858ce1e-06d7-4cf5-90a5-1a5ac6dcd223",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"COMMUNITY LAYOUT: Datashader not found, edge bundling not available\n"
]
}
],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"import scipy\n",
"import seaborn as sns\n",
"import glob\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib.colors as mcolors \n",
"import networkx as nx\n",
"import warnings\n",
"import scanpy as sc\n",
"#import leidenalg\n",
"#import sklearn\n",
"#import igraph as ig\n",
"import mudata as md\n",
"from community_layout.layout_class import CommunityLayout\n",
"warnings.filterwarnings(\"ignore\")\n",
"\n",
"import nichesphere"
]
},
{
"cell_type": "markdown",
"id": "f2ae43a9-b4f4-46ab-94e7-bc2e3144b72d",
"metadata": {},
"source": [
"## 2. Differential co-localization niches data"
]
},
{
"cell_type": "markdown",
"id": "dd39150c-a214-4b87-90bf-dbdec2b0b565",
"metadata": {},
"source": [
"One of the advantages of NicheSphere is that it allows process based localized differential communication testing by looking at changes in LR interactions involved in specific processes between niches. To do this, we will need the correspondence data between cell type pairs and niche pairs, which we got from the **differential co-localization analysis**. You can check the differential co-localization tutorial for more details: https://nichesphere.readthedocs.io/en/latest/tutorials.html"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "d0e4b8f9-df77-4e88-825d-5661fce2e430",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sns.barplot(x=allDBs.category.value_counts(), y=allDBs.category.value_counts().index,\n",
" data=pd.DataFrame(allDBs.category.value_counts()))"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "bba39fd7-ec22-49b8-a9eb-29e714570689",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"id": "7952fa4f-03fd-4cd3-a00d-ff878d670e2f",
"metadata": {},
"source": [
"NicheSphere is suited to work with CrossTalkeR output tables which contain columns called **cellpair**, indicating the cell types involved in an interaction separated by '@'; and **allpair**, indicating cell types, ligand and receptor involved. Additionally, input tables for NicheSphere should contain columns indicating the **ligand** (gene_A), **receptor** (gene_B) and **communication score** (MeanLR). The names for these last 3 columns can be indicated in NicheSphere functions."
]
},
{
"cell_type": "markdown",
"id": "5a4c507c-4d63-42c6-9c27-fe72eb9233bb",
"metadata": {},
"source": [
"CrossTalkeR tables contain strings indicating wether a gene is a ligand (|L), receptor (|R) or transcription factor (|TF). These strings will be removed as they might cause conflicts with code. Then we'll separate communication scores by process to know which cell type pairs and niche pairs are interacting through which processes in each condition. \n",
"\n",
"Some interactions might be present only in one condition, so we will assign 0 values to the interactions that do not appear in one condition to be able to compare conditions. After this, we get the following tables"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "2255b0bf-6121-424f-94f6-afe38a4ab2ed",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
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" \n",
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cell_pairs
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niche_pairs
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LRscores
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LRcat
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condition
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allpair
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Adipo/COL14A1@Arterial_Endo/CD44
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"
Adipo->Arterial_Endo
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"
1_Stromal->3_Healthy_CM
\n",
"
0.717175
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"
Collagens
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"
myogenic
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"
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"
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Adipo/COL14A1@CCL18_Macrophages/CD44
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"
Adipo->CCL18_Macrophages
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1_Stromal->4_Fibrotic
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"
0.967985
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"
Collagens
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"
myogenic
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"
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Adipo/COL14A1@CD_4/CD44
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"
Adipo->CD_4
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1_Stromal->2_Stressed_CM
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"
0.967985
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"
Collagens
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"
myogenic
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"
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Adipo/COL14A1@CD_8/CD44
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Adipo->CD_8
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1_Stromal->2_Stressed_CM
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"
0.967985
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"
Collagens
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"
myogenic
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"
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Adipo/COL14A1@Fib1_SCARA5/CD44
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Adipo->Fib1_SCARA5
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"
1_Stromal->1_Stromal
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"
0.967985
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"
Collagens
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"
myogenic
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"
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" \n",
"
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"
"
],
"text/plain": [
" cell_pairs \\\n",
"allpair \n",
"Adipo/COL14A1@Arterial_Endo/CD44 Adipo->Arterial_Endo \n",
"Adipo/COL14A1@CCL18_Macrophages/CD44 Adipo->CCL18_Macrophages \n",
"Adipo/COL14A1@CD_4/CD44 Adipo->CD_4 \n",
"Adipo/COL14A1@CD_8/CD44 Adipo->CD_8 \n",
"Adipo/COL14A1@Fib1_SCARA5/CD44 Adipo->Fib1_SCARA5 \n",
"\n",
" niche_pairs LRscores \\\n",
"allpair \n",
"Adipo/COL14A1@Arterial_Endo/CD44 1_Stromal->3_Healthy_CM 0.717175 \n",
"Adipo/COL14A1@CCL18_Macrophages/CD44 1_Stromal->4_Fibrotic 0.967985 \n",
"Adipo/COL14A1@CD_4/CD44 1_Stromal->2_Stressed_CM 0.967985 \n",
"Adipo/COL14A1@CD_8/CD44 1_Stromal->2_Stressed_CM 0.967985 \n",
"Adipo/COL14A1@Fib1_SCARA5/CD44 1_Stromal->1_Stromal 0.967985 \n",
"\n",
" LRcat condition \n",
"allpair \n",
"Adipo/COL14A1@Arterial_Endo/CD44 Collagens myogenic \n",
"Adipo/COL14A1@CCL18_Macrophages/CD44 Collagens myogenic \n",
"Adipo/COL14A1@CD_4/CD44 Collagens myogenic \n",
"Adipo/COL14A1@CD_8/CD44 Collagens myogenic \n",
"Adipo/COL14A1@Fib1_SCARA5/CD44 Collagens myogenic "
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"myoCTpairScores_byCat2_dir_colocClusts=pd.read_csv('processed_myo_ctkr_louvainColoc.csv', index_col=0)\n",
"iscCTpairScores_byCat2_dir_colocClusts=pd.read_csv('processed_isc_ctkr_louvainColoc.csv', index_col=0)\n",
"\n",
"myoCTpairScores_byCat2_dir_colocClusts.head()"
]
},
{
"cell_type": "markdown",
"id": "8be5c3a9-8201-4858-bdf3-1cb76b4f2732",
"metadata": {},
"source": [
"Names of cell types need to match between communication and co-localization data"
]
},
{
"cell_type": "markdown",
"id": "982e66df-1b29-4712-ab44-f13a1daaa1ea",
"metadata": {},
"source": [
"## 4. Localized process based differential cell - cell communication "
]
},
{
"cell_type": "markdown",
"id": "1910a1d9-06ce-4c5e-aa2a-6250eef35928",
"metadata": {},
"source": [
"Next, we will **filter by differential co-localization** using the **colocFilt** filtering object we created before: "
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "f583fa55-2387-4056-b35a-05412cd44fda",
"metadata": {},
"outputs": [],
"source": [
"myoCTpairScores_byCat2_dir_colocClusts=myoCTpairScores_byCat2_dir_colocClusts[[i in colocFilt.index[colocFilt['filter']==1] for i in myoCTpairScores_byCat2_dir_colocClusts.cell_pairs]]\n",
"iscCTpairScores_byCat2_dir_colocClusts=iscCTpairScores_byCat2_dir_colocClusts[[i in colocFilt.index[colocFilt['filter']==1] for i in iscCTpairScores_byCat2_dir_colocClusts.cell_pairs]]"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "fa6a7904-b08e-4c17-ac2a-39abfaf030d2",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"id": "459cf4be-52ca-420e-baf7-8c18c77ec0bf",
"metadata": {},
"source": [
"Then we can test for **differential cell communication** between niche pairs or cell pairs across processes with the function **diffCcommStats**. We will first test per niche pair setting the parameter **cellCatCol** to 'niche_pairs', which is the column in the tables of communication scores by process containing niche pairs:"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "3ff1779a-518c-4741-8509-663d5343235b",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
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"\n",
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" \n",
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wilcoxStat
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wilcoxPval
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cellCat
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LRcat
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" \n",
" \n",
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0
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"
11.596600
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"
4.287770e-31
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"
3_Healthy_CM->2_Stressed_CM
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"
Collagens
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"
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"
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"
1
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"
7.014138
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2.313703e-12
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3_Healthy_CM->1_Stromal
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Collagens
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"
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"
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2
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"
14.893355
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"
3.640346e-50
\n",
"
3_Healthy_CM->3_Healthy_CM
\n",
"
Collagens
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"
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"
\n",
"
3
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"
23.624021
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"
2.183538e-123
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"
4_Fibrotic->4_Fibrotic
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"
Collagens
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"
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"
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4
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4.024180
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5.717429e-05
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4_Fibrotic->1_Stromal
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Collagens
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" \n",
"
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],
"text/plain": [
" wilcoxStat wilcoxPval cellCat LRcat\n",
"0 11.596600 4.287770e-31 3_Healthy_CM->2_Stressed_CM Collagens\n",
"1 7.014138 2.313703e-12 3_Healthy_CM->1_Stromal Collagens\n",
"2 14.893355 3.640346e-50 3_Healthy_CM->3_Healthy_CM Collagens\n",
"3 23.624021 2.183538e-123 4_Fibrotic->4_Fibrotic Collagens\n",
"4 4.024180 5.717429e-05 4_Fibrotic->1_Stromal Collagens"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"myoIsc_diffCcommTable_colocGroups_dir=nichesphere.comm.diffCcommStats(c1CTpairScores_byCat=iscCTpairScores_byCat2_dir_colocClusts, \n",
" c2CTpairScores_byCat=myoCTpairScores_byCat2_dir_colocClusts, \n",
" cellCatCol='niche_pairs')\n",
"myoIsc_diffCcommTable_colocGroups_dir.head()"
]
},
{
"cell_type": "markdown",
"id": "107f59d2-a288-4ee6-94d0-588405d6bfba",
"metadata": {},
"source": [
"And reshape the data to plot the differential communication scores in a heatmap. Just as for the co-localization analysis, **Wilcoxon rank sums tests** are employed here. The **diffCcommStats** function returns then the table of scores per niche pair per process and the plot itself."
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "a2566648-e08f-4dc4-8a37-a7d7265ba37a",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"hm_df, cm=nichesphere.comm.plotDiffCcommStatsHM(diffCommTable=myoIsc_diffCcommTable_colocGroups_dir, \n",
" min_pval=0.05, \n",
" vmin=-20, vmax=20)"
]
},
{
"cell_type": "markdown",
"id": "a0b9095a-a6e8-4969-ae06-e061e59713fe",
"metadata": {},
"source": [
"**Localized differential communication networks**\n",
"\n",
"To build process specific differential cell communication networks, we will look at differential cell communication per cell type pair per process, so we will do the differential communication test again with the **diffCcommStats** function, this time setting **cellCatCol** to 'cell_pairs', which is the column in the tables of communication scores by process containing cell pairs."
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "115d553d-9dfc-409f-a390-724a4b9623c7",
"metadata": {},
"outputs": [],
"source": [
"myoIsc_diffCcommTable2_CTpair_dir=nichesphere.comm.diffCcommStats(c1CTpairScores_byCat=iscCTpairScores_byCat2_dir_colocClusts, \n",
" c2CTpairScores_byCat=myoCTpairScores_byCat2_dir_colocClusts, \n",
" cellCatCol='cell_pairs')"
]
},
{
"cell_type": "markdown",
"id": "4b83175f-0974-4ebd-9d3f-0cf43cab06ef",
"metadata": {},
"source": [
"We must reshape the data as we will need this for the **communication networks**, and get the heatmap of differential communication scores per cell pair."
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "f51faddb-d362-4f97-993e-7754c7ace3af",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"
"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"x_myoIsc_dir, plothm=nichesphere.comm.plotDiffCcommStatsHM(diffCommTable=myoIsc_diffCcommTable2_CTpair_dir, \n",
" min_pval=0.05, \n",
" vmin=-5.5, vmax=5.5)"
]
},
{
"cell_type": "markdown",
"id": "8abd8483-488f-4f24-8ebb-3ff200c3fc44",
"metadata": {},
"source": [
"Then we will get the **differential communication scores** for a specific **process**"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "7fa3cdbf-ef51-498c-980c-7d4d6da61a1e",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"