\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" Unnamed: 0 | \n",
" MUC2 | \n",
" SOX9 | \n",
" MUC1 | \n",
" CD31 | \n",
" Synapto | \n",
" CD49f | \n",
" CD15 | \n",
" CHGA | \n",
" CDX2 | \n",
" ... | \n",
" Cell Type em | \n",
" Cell subtype | \n",
" Neighborhood | \n",
" Neigh_sub | \n",
" Neighborhood_Ind | \n",
" NeighInd_sub | \n",
" Community | \n",
" Major Community | \n",
" Tissue Segment | \n",
" Tissue Unit | \n",
"
\n",
" \n",
" \n",
" \n",
" | 0 | \n",
" 0 | \n",
" -0.303994 | \n",
" -0.163727 | \n",
" -0.587608 | \n",
" -0.212903 | \n",
" 0.164173 | \n",
" -0.664863 | \n",
" 0.049305 | \n",
" 0.003616 | \n",
" -0.377532 | \n",
" ... | \n",
" NK | \n",
" Immune | \n",
" Mature Epithelial | \n",
" Epithelial | \n",
" Mature Epithelial | \n",
" Epithelial | \n",
" Plasma Cell Enriched | \n",
" Immune | \n",
" Mucosa | \n",
" Mucosa | \n",
"
\n",
" \n",
" | 1 | \n",
" 1 | \n",
" -0.301927 | \n",
" -0.491706 | \n",
" -0.500804 | \n",
" -0.243205 | \n",
" -0.142568 | \n",
" -0.664861 | \n",
" -0.182627 | \n",
" -0.117573 | \n",
" -0.182754 | \n",
" ... | \n",
" NK | \n",
" Immune | \n",
" Transit Amplifying Zone | \n",
" Epithelial | \n",
" Mature Epithelial | \n",
" Epithelial | \n",
" Mature Epithelial | \n",
" Epithelial | \n",
" Mucosa | \n",
" Mucosa | \n",
"
\n",
" \n",
" | 2 | \n",
" 2 | \n",
" -0.302206 | \n",
" -0.547234 | \n",
" -0.510705 | \n",
" -0.235309 | \n",
" -0.217185 | \n",
" -0.622758 | \n",
" -0.296486 | \n",
" -0.091504 | \n",
" -0.268055 | \n",
" ... | \n",
" NK | \n",
" Immune | \n",
" Innate Immune Enriched | \n",
" Immune | \n",
" Innate Immune Enriched | \n",
" Immune | \n",
" Innate Immune Enriched | \n",
" Immune | \n",
" Mucosa | \n",
" Mucosa | \n",
"
\n",
" \n",
" | 3 | \n",
" 3 | \n",
" -0.304219 | \n",
" -0.613068 | \n",
" -0.584499 | \n",
" -0.243757 | \n",
" -0.266696 | \n",
" -0.658449 | \n",
" -0.299027 | \n",
" -0.121460 | \n",
" -0.345381 | \n",
" ... | \n",
" NK | \n",
" Immune | \n",
" Stroma & Innate Immune | \n",
" Stromal | \n",
" Stroma & Innate Immune | \n",
" Stromal | \n",
" Stroma | \n",
" Stroma | \n",
" Subucosa | \n",
" Submucosa | \n",
"
\n",
" \n",
" | 4 | \n",
" 4 | \n",
" -0.294644 | \n",
" -0.615593 | \n",
" -0.570580 | \n",
" -0.247548 | \n",
" -0.042246 | \n",
" -0.642230 | \n",
" -0.299031 | \n",
" -0.121458 | \n",
" -0.377533 | \n",
" ... | \n",
" NK | \n",
" Immune | \n",
" Outer Follicle | \n",
" Immune | \n",
" Outer Follicle | \n",
" Immune | \n",
" Follicle | \n",
" Immune | \n",
" Mucosa | \n",
" Mucosa | \n",
"
\n",
" \n",
" | ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
" ... | \n",
"
\n",
" \n",
" | 2603212 | \n",
" 2603212 | \n",
" 0.351916 | \n",
" 0.693827 | \n",
" -0.081489 | \n",
" -0.240643 | \n",
" 0.008875 | \n",
" 0.143445 | \n",
" 0.373710 | \n",
" -0.097896 | \n",
" 0.869830 | \n",
" ... | \n",
" CD66+ Enterocyte | \n",
" Epithelial | \n",
" CD66+ Mature Epithelial | \n",
" Epithelial | \n",
" CD66+ Mature Epithelial | \n",
" Epithelial | \n",
" Secretory Epithelial | \n",
" Epithelial | \n",
" Mucosa | \n",
" Mucosa | \n",
"
\n",
" \n",
" | 2603213 | \n",
" 2603213 | \n",
" 0.233642 | \n",
" 0.171892 | \n",
" 0.141842 | \n",
" -0.236145 | \n",
" -0.097772 | \n",
" -0.099283 | \n",
" 0.626185 | \n",
" -0.105545 | \n",
" 0.092076 | \n",
" ... | \n",
" CD66+ Enterocyte | \n",
" Epithelial | \n",
" CD66+ Mature Epithelial | \n",
" Epithelial | \n",
" CD66+ Mature Epithelial | \n",
" Epithelial | \n",
" Secretory Epithelial | \n",
" Epithelial | \n",
" Mucosa | \n",
" Mucosa | \n",
"
\n",
" \n",
" | 2603214 | \n",
" 2603214 | \n",
" -0.212237 | \n",
" -0.280904 | \n",
" -0.197833 | \n",
" -0.245638 | \n",
" -0.152563 | \n",
" -0.125035 | \n",
" 0.430416 | \n",
" -0.105787 | \n",
" -0.038327 | \n",
" ... | \n",
" CD66+ Enterocyte | \n",
" Epithelial | \n",
" CD8+ T Enriched IEL | \n",
" Immune | \n",
" CD8+ T Enriched IEL | \n",
" Immune | \n",
" Mature Epithelial | \n",
" Epithelial | \n",
" Mucosa | \n",
" Mucosa | \n",
"
\n",
" \n",
" | 2603215 | \n",
" 2603215 | \n",
" -0.328666 | \n",
" 0.607609 | \n",
" -0.180362 | \n",
" -0.247351 | \n",
" -0.143742 | \n",
" -0.169576 | \n",
" 1.095596 | \n",
" -0.113879 | \n",
" 0.370160 | \n",
" ... | \n",
" CD66+ Enterocyte | \n",
" Epithelial | \n",
" Transit Amplifying Zone | \n",
" Epithelial | \n",
" Mature Epithelial | \n",
" Epithelial | \n",
" CD66+ Mature Epithelial | \n",
" Epithelial | \n",
" Mucosa | \n",
" Mucosa | \n",
"
\n",
" \n",
" | 2603216 | \n",
" 2603216 | \n",
" 0.015179 | \n",
" 1.656635 | \n",
" -0.250193 | \n",
" -0.243560 | \n",
" -0.084982 | \n",
" 0.061781 | \n",
" 1.300252 | \n",
" -0.108526 | \n",
" 1.245830 | \n",
" ... | \n",
" CD66+ Enterocyte | \n",
" Epithelial | \n",
" CD66+ Mature Epithelial | \n",
" Epithelial | \n",
" CD66+ Mature Epithelial | \n",
" Epithelial | \n",
" Mature Epithelial | \n",
" Epithelial | \n",
" Mucosa | \n",
" Mucosa | \n",
"
\n",
" \n",
"
\n",
"
2603217 rows × 75 columns
\n",
"