This file contains statistics and figures from the paper, “Molecular, Cellular, and Developmental Organization of the Mouse Vomeronasal organ at Single Cell Resolution” by Max Hills Jr., Limei Ma, Ai Fang, Thelma Chiremba, Seth Malloy, Allison Scott, Anoja Perera, and C. Ron Yu.

The paper can be found here:

Molecular, Cellular, and Developmental Organization of the Mouse Vomeronasal organ at Single Cell Resolution

Single cell transcriptomic profile of the whole vomeronasal organ

What cell types, in what quantities, do we find in the whole VNO?

[1] "There are 34519 cells in the whole VNO dataset."
cell type nCells
V1R_mVSN 13201
V2R_mVSN 4366
SUS 3889
sVSN 2601
V1R_iVSN 1794
V2R_iVSN 1582
Microglia 1366
Immune_Fpr 1222
LP 1072
HBC 912
INP 528
Microglia_rp 455
mOSN 430
T_cells 313
Endothelial 251
OEC 220
GBC 218
MV 99

2D PCA of Clusters

2D PCA of Cell-Types

3D PCA of Clusters

3D PCA of Cell-Types

2D UMAP Clusters

2D UMAP visualization of integrated Cell-Type clusters for whole-VNO single-cell RNA-seq

In two-dimensional UMAP space, 18 cell clusters can be clearly identified.

3D UMAP Clusters

3D UMAP Cell-types

Cell-type marker-gene normalized expression across the cell clusters

These clusters were curated using known cell markers (Fig. 1b).

UMAP of cell-type clusters split by age

UMAP of cell-type clusters split by sex

A representative image of transcript distribution from Molecular Cartography© platform, Resolve Biosciences

Spatial location of individual VNO cells color-coded according to cell type prediction based on the spatial transcriptomic analysis

Location of cell belonging to HBC, GBC, INP, and LP cell types, respectively. Heat indicates confidence of predicted values

---
title: "VNO Atlas Figure 1"
author: "Max Hills"
date: "`r format(Sys.time(), '%d %B, %Y')`"
output:
  html_notebook:
    css: style.css
---

```{r, results='asis'}

cat("<button onclick='history.back()' style='font-size: 20px; background-color: black; color: white; padding: 10px 20px; border: none; border-radius: 5px;'>Click Here to Return to Previous Page</button>")

```

```{r, engine='css', echo = FALSE}

.nav-pills > li > a {
  color: black; /* Set inactive tab text color to black */
}

.nav-pills > li > a:hover, .nav-pills > li > a:focus, .nav-pills > li.active > a,
.nav-pills > li.active > a:hover, .nav-pills > li.active > a:focus {
  background-color: black; /* Set hover background color to a darker gray */
  color: white; /* Set hover text color to white for better contrast */
}
     
```
  
  
>This file contains statistics and figures from the paper, "Molecular, Cellular, and Developmental Organization of the Mouse Vomeronasal organ at Single Cell Resolution" by Max Hills Jr., Limei Ma, Ai Fang, Thelma Chiremba, Seth Malloy, Allison Scott, Anoja Perera, and C. Ron Yu.    

The paper can be found here:  

[Molecular, Cellular, and Developmental Organization of the Mouse Vomeronasal organ at Single Cell Resolution](https://elifesciences.org/reviewed-preprints/97356#tab-content)

```{r setup, include=FALSE}

# R-Markdown Global Settings  

# Set-up a default image size of 10 X 10 inches. Suppress warning
# and error messages. Hide code.
knitr::opts_chunk$set(echo=FALSE, warning=FALSE, message=FALSE, comment="",
                      error=FALSE, fig.width=12, fig.height=12, cache=FALSE)

```

```{r libraries, include=FALSE}

# Library Loading  

suppressPackageStartupMessages({
  library(kit); library(tidyverse); library(stringr); library(plot3D) 
  library(ggplot2); library(data.table); library(org.Mm.eg.db)
  library(dplyr); library(Seurat); library(DBI); library(cowplot)
  library(Matrix); library(glmGamPoi); library(circlize)
  library(tibble); library(ggpubr); library(svglite); library(ggsignif)
  library(stats); library(vegan); library(scales); library(caret)
  library(patchwork); library(plotly); library(geomtextpath)
  library(openxlsx); library(gridExtra); library(ggrepel)
  library(GeneOverlap); library(biomaRt); library(ggpointdensity)
  library(slingshot); library(tradeSeq); library(SingleCellExperiment)
  library(viridis); library(UpSetR); library(pheatmap); library(msigdbr)
  library(fgsea); library(grid); library(IDPmisc); library(MASS)
  library(Rmisc); library(ggplotify); library(ggpmisc); library(scales)
  library(heatmaply); library(dendextend)
})

```

```{r}

# Global Variables

# The home directory
home_dir <- "/l/Yu/YuLab/Bioinformatics/projects/mhh/sc_VNO/"
# Directory for storing data objects at crucial stages
object_dir <- paste0(home_dir,"final.seu.objs/")
# Directory for images from the final analysis
image_dir <- paste0(home_dir,"final_images/")
adobe_images <- paste0(image_dir, "adobe_illustrator_svg_files/")
# Directory for images for the final paper
clustree_dir <- paste0(image_dir,"clustree/")
# A directory for TradeSeq fitGAM output
fitGAM_dir <- paste0(object_dir, "fitGAM/")
moe_dir <- "/l/Yu/YuLab/Bioinformatics/projects/mhh/molng_2407_2453/R_obj/"

# OPEN ```vno.seu.integrated```
load(file = paste0(object_dir,"vno.integrated.postCellID"))
#Load Neuronal Lineage Seurat Object  
load(file = paste0(object_dir,"neuron.integrated.postCellID"))

# Rename unknown_mVSN to sVSN
levels(vno.seu.integrated@active.ident)[levels(vno.seu.integrated@active.ident)=="unknown_mVSN"] <- "sVSN"
levels(neuron.integrated@active.ident)[levels(neuron.integrated@active.ident)=="unknown_mVSN"] <- "sVSN"
levels(vno.seu.integrated$cell_type)[levels(vno.seu.integrated$cell_type)=="unknown_mVSN"] <- "sVSN"
levels(neuron.integrated$cell_type)[levels(neuron.integrated$cell_type)=="unknown_mVSN"] <- "sVSN"

# Get color scheme for the whole vno dataset
vno.cell_type.colors <- hue_pal()(length(levels(vno.seu.integrated@active.ident)))
names(vno.cell_type.colors) <- levels(vno.seu.integrated@active.ident)

# Keep neuron dataset color scheme consistent with the whole vno color scheme, where possible  
neuron.cell_type.colors <- vno.cell_type.colors[c("V1R_mVSN","V2R_mVSN","mOSN","sVSN","V1R_iVSN","V2R_iVSN","GBC")]
neuron.cell_type.colors <- setNames(c(neuron.cell_type.colors,"#00B0F6","#9590FF","#E76BF3"),
                                    c(names(neuron.cell_type.colors),"iOSN","late_INP","early_INP"))

mature.neurons <- subset(neuron.integrated,idents=c("V1R_mVSN","V2R_mVSN","mOSN","sVSN"))
mature.cell_type.colors <- neuron.cell_type.colors[c("V1R_mVSN","V2R_mVSN","mOSN","sVSN")]

global.vars <- c(ls(),"global.vars")

```

***  

# Single cell transcriptomic profile of the whole vomeronasal organ {.tabset .tabset-pills}  

## What cell types, in what quantities, do we find in the whole VNO?  

```{r}

print(paste("There are",dim(vno.seu.integrated)[2],"cells in the whole VNO dataset."))
knitr::kable(sort(table(vno.seu.integrated$cell_type), decreasing = TRUE),col.names=c("cell type","nCells"))

```

## 2D PCA of Clusters  

```{r}

vno.seu.integrated$seurat_clusters <- factor(vno.seu.integrated$seurat_clusters,
                                             levels=as.character(0:30))

```


```{r}

Idents(vno.seu.integrated) <- vno.seu.integrated$seurat_clusters
vno.2d.cluster.pca <- DimPlot(vno.seu.integrated, reduction="pca", label=TRUE, shuffle=TRUE, repel=TRUE, pt.size=1.25) +
  ggtitle("VNO PCA Clusters")

vno.2d.cluster.pca

```

## 2D PCA of Cell-Types  

```{r}

Idents(vno.seu.integrated) <- vno.seu.integrated$cell_type
vno.2d.cluster.pca <- DimPlot(vno.seu.integrated, reduction="pca", label=TRUE, shuffle=TRUE, repel=TRUE, pt.size=1.25) +
  ggtitle("VNO PCA Cell-Types")

vno.2d.cluster.pca

```

## 3D PCA of Clusters  

```{r include=FALSE}

# Prepare a dataframe for cell plotting. The last column will determine the color of the datapoints.
vno.3d.pca.df <- FetchData(object = vno.seu.integrated, 
                           vars = c("PC_1", "PC_2", "PC_3", "seurat_clusters"))

```

```{r}

# Sort the cluster levels numerically
sorted_levels <- sort(as.numeric(levels(vno.3d.pca.df$seurat_clusters)))

# Set the seurat_clusters to be a factor with sorted levels
vno.3d.pca.df$seurat_clusters <- factor(vno.3d.pca.df$seurat_clusters, levels = sorted_levels)

```

```{r}

nColors.clusters <- length(sorted_levels)
vno.cluster.colors <- hue_pal()(nColors.clusters)

```

```{r include=FALSE}

# Plot with smaller marker size
p <- plot_ly(data = vno.3d.pca.df,
             x = ~PC_1, y = ~PC_2, z = ~PC_3,
             color = ~seurat_clusters,
             type = "scatter3d",
             mode = "markers",
             colors = vno.cluster.colors,
             marker = list(size = 2),
             text = ~seurat_clusters,
             hoverinfo="text") %>%
  
  # Layout
  layout(
    title = "VNO PCA Clusters",
    legend = list(
      title = list(text='<b> Clusters </b>'),
      itemsizing = 'constant'
    )
  )

```

```{r, fig.width=15, fig.height=15}

p

```

## 3D PCA of Cell-Types  

```{r include=FALSE}

# Prepare a dataframe for cell plotting. The last column will determine the color of the datapoints.
vno.3d.pca.df <- FetchData(object = vno.seu.integrated, 
                           vars = c("PC_1", "PC_2", "PC_3", "cell_type"))

```

```{r}

# Sort the cluster levels numerically
sorted_levels <- levels(vno.3d.pca.df$cell_type)
# Set the seurat_clusters to be a factor with sorted levels
vno.3d.pca.df$cell_type <- factor(vno.3d.pca.df$cell_type, levels = sorted_levels)

```

```{r}

nColors.clusters <- length(sorted_levels)
vno.cluster.colors <- hue_pal()(nColors.clusters)

```

```{r include=FALSE}

# Plot with smaller marker size
p <- plot_ly(data = vno.3d.pca.df,
             x = ~PC_1, y = ~PC_2, z = ~PC_3,
             color = ~cell_type,
             type = "scatter3d",
             mode = "markers",
             colors = vno.cluster.colors,
             marker = list(size = 2),
             text = ~cell_type,
             hoverinfo="text") %>%
  
  # Layout
  layout(
    title = "VNO PCA Cell-Types",
    legend = list(
      title = list(text='<b> Cell-Type </b>'),
      itemsizing = 'constant'
    )
  )

```

```{r, fig.width=15, fig.height=15}

# Plot the output
p

```

## 2D UMAP Clusters  

```{r}

Idents(vno.seu.integrated) <- vno.seu.integrated$seurat_clusters

fig_1A <- DimPlot(vno.seu.integrated, reduction = "umap", label = TRUE, shuffle = TRUE) +
  ggtitle("VNO Clusters") + theme(aspect.ratio=1)

fig_1A

```

## 2D UMAP visualization of integrated **Cell-Type** clusters for whole-VNO single-cell RNA-seq  

>In two-dimensional UMAP space, 18 cell clusters can be clearly identified.

```{r}

Idents(vno.seu.integrated) <- vno.seu.integrated$cell_type

fig1_a <- DimPlot(vno.seu.integrated, reduction = "umap", label = TRUE, shuffle = TRUE) +
  ggtitle("Vomeronasal Organ Cell Clusters") +
  theme(aspect.ratio=1)

svglite(filename = paste0(adobe_images,"fig1_a.svg"), width=10, height=8)
fig1_a
invisible(dev.off())
fig1_a

```

## 3D UMAP Clusters  

```{r include=FALSE}

DefaultAssay(vno.seu.integrated) <- "integrated"
# Re-run UMAP in 50 dimensions and retain calculations for the first 3 dimensions
vno.3d.umap.seu <- RunUMAP(vno.seu.integrated,
                            dims = 1:26,
                            n.components = 3L)

# Prepare a dataframe for cell plotting. The last column will determine the color of the datapoints.
vno.3d.umap.df <- FetchData(object=vno.3d.umap.seu,vars=c("UMAP_1","UMAP_2","UMAP_3","seurat_clusters"))

rm(vno.3d.umap.seu); invisible(gc())

```

```{r}

# Sort the cluster levels numerically
sorted_levels <- sort(as.numeric(levels(vno.3d.umap.df$seurat_clusters)))

# Set the seurat_clusters to be a factor with sorted levels
vno.3d.umap.df$seurat_clusters <- factor(vno.3d.umap.df$seurat_clusters, levels = sorted_levels)

```

```{r}

nColors.clusters <- length(levels(vno.3d.umap.df$seurat_clusters))
vno.cluster.colors <- hue_pal()(nColors.clusters)

```

```{r include=FALSE}

# Plot with smaller marker size
vno.3d.umap.cluster <- plot_ly(data = vno.3d.umap.df,
               x = ~UMAP_1, y = ~UMAP_2, z = ~UMAP_3,
               color = ~seurat_clusters,
               type = "scatter3d",
               mode = "markers",
               colors = vno.cluster.colors,
               marker = list(size = 2),
               text = ~seurat_clusters,
               hoverinfo="text",
               showlegend = TRUE) %>%  # Hide legend for original trace
  
  # Layout
  layout(
    title = "VNO UMAP Clusters",
    legend = list(
      title = list(text='<b> Clusters </b>'),
      itemsizing = 'constant'
    )
  )

```

```{r, fig.width=15, fig.height=15}

vno.3d.umap.cluster

```

## 3D UMAP Cell-types  

```{r include=FALSE}

DefaultAssay(vno.seu.integrated) <- "integrated"
# Re-run UMAP in 50 dimensions and retain calculations for the first 3 dimensions
vno.3d.umap.seu <- RunUMAP(vno.seu.integrated,
                           dims = 1:26,
                           n.components = 3L)

# Prepare a dataframe for cell plotting. The last column will determine the color of the datapoints.
vno.3d.umap.df <- FetchData(object=vno.3d.umap.seu,vars=c("UMAP_1","UMAP_2","UMAP_3","cell_type"))

rm(vno.3d.umap.seu); invisible(gc())

```

```{r}

# Sort the cluster levels numerically
sorted_levels <- levels(vno.3d.umap.df$cell_type)
# Set the seurat_clusters to be a factor with sorted levels
vno.3d.umap.df$cell_type <- factor(vno.3d.umap.df$cell_type, levels = sorted_levels)

```

```{r}

nColors.clusters <- length(levels(vno.3d.umap.df$cell_type))
vno.cluster.colors <- hue_pal()(nColors.clusters)

```

```{r include=FALSE}

# Plot with smaller marker size
vno.3d.umap.cluster <- plot_ly(data = vno.3d.umap.df,
               x = ~UMAP_1, y = ~UMAP_2, z = ~UMAP_3,
               color = ~cell_type,
               type = "scatter3d",
               mode = "markers",
               colors = vno.cluster.colors,
               marker = list(size = 2),
               text = ~cell_type,
               hoverinfo="text",
               showlegend = TRUE) %>%
  # Layout
  layout(
    title = "VNO UMAP Cell-Types",
    legend = list(
      title = list(text='<b> Cell-Type </b>'),
      itemsizing = 'constant'
    )
  )

```

```{r, fig.width=15, fig.height=15}

vno.3d.umap.cluster

```

## Cell-type marker-gene normalized expression across the cell clusters  

>These clusters were curated using known cell markers (Fig. 1b).

```{r, include=FALSE}

# Our marker genes to plot  
plot.genes <- c("Omp","Gnai2","Gng13","Meis2","Gnao1","Robo2","Tfap2e","Gnal","Cnga2","P2ry14","Xist",
                "Gap43","Stmn2","Neurog1","Neurod1","Ccnd1","Ascl1","Krt5","Krt15","Sox9","Hepacam2",
                "Fezf2","Sox2","Plp1","S100b","Cdh5","Cd34","Acta2","Col1a2","Ctss","Dock2","Cd209a",
                "S100a9","Trbc2")

```


```{r, incude=FALSE}

vno.seu.integrated@active.assay <- "RNA"
# Get cell expression data for the goi, the cluster, and the cell-type
vno.marker_genes.df <- FetchData(object = vno.seu.integrated, slot='data',
                                 vars = c(plot.genes, "seurat_clusters", "cell_type"))
vno.marker_genes.df$Cell <- rownames(vno.marker_genes.df)

plot.genes <- plot.genes[plot.genes %in% colnames(vno.marker_genes.df)]

# Reshape the data for plotting
vno.marker_genes.df <- reshape2::melt(vno.marker_genes.df, 
                                      id.vars = c("Cell","seurat_clusters","cell_type"), 
                                      measure.vars = plot.genes,
                                      variable.name = "Gene", value.name = "Expr")

```


```{r, include=FALSE}

# Order the gene factor levels
vno.marker_genes.df$Gene <-
  factor(vno.marker_genes.df$Gene,
         levels=c("Omp","Gnai2","Gng13","Meis2","Gnao1","Robo2","Tfap2e","Gnal","Cnga2","P2ry14","Xist",
                "Gap43","Stmn2","Neurog1","Neurod1","Ccnd1","Ascl1","Krt5","Krt15","Sox9","Hepacam2",
                "Fezf2","Sox2","Plp1","S100b","Cdh5","Cd34","Acta2","Col1a2","Ctss","Dock2","Cd209a",
                "S100a9","Trbc2"))

# Order the seurat_clusters factor levels
vno.marker_genes.df$seurat_clusters <- factor(vno.marker_genes.df$seurat_clusters,
                                              levels=c("0","1","2","3","13","23","5","10","15","21","29",
                                                      "9","12","6","7","19","26","17","28","27","4","11",
                                                      "18","30","25","24","16","8","20","14","22"))

```


```{r, include=FALSE}

# Get ordered legend data
legend.df <- data.frame(cluster=levels(vno.marker_genes.df$seurat_clusters),
                        cell_type=c(rep("V1R_mVSN",6),rep("V2R_mVSN",3),rep("mOSN",2),rep("sVSN",2),
                                    rep("V1R_iVSN",1),"V2R_iVSN","INP","GBC",rep("HBC",2),"MV",rep("SUS",4),
                                    "OEC","Endothelial",rep("LP",1),rep("Microglia",1),"Microglia_rp",
                                    "Immune_Fpr","T_cells"))

legend.df$cluster <- factor(legend.df$cluster, levels=levels(vno.marker_genes.df$seurat_clusters))
legend.df$cell_type <- factor(legend.df$cell_type,
                              levels=c("V1R_mVSN","V2R_mVSN","mOSN","sVSN","V1R_iVSN","V2R_iVSN",
                                 "INP","GBC","HBC","MV","SUS","OEC","Endothelial","LP","Microglia",
                                 "Microglia_rp","Immune_Fpr","T_cells"))

```


```{r fig.width=25, fig.height=20}

fig1_b.part1 <- ggplot(vno.marker_genes.df, aes(x=seurat_clusters, Expr, fill=cell_type)) +
  geom_violin(scale = "width", adjust = 1, trim = TRUE) +
  scale_y_continuous(expand = c(0, 0), position="right", labels = function(x)
                     c(rep(x = "", times = length(x)-2), x[length(x) - 1], "")) +
  facet_grid(rows = vars(Gene), scales = "free", switch = "y") +
  theme(legend.position = "none", panel.spacing = unit(0, "lines"),
        plot.title = element_text(size=56, face="bold", hjust=0.7),
        panel.background = element_rect(fill = NA, color = "black"),
        strip.background = element_blank(),
        strip.text.y.left = element_text(angle = 0, size=40),
        axis.title.x = element_blank(),
        axis.ticks.x = element_blank(),
        axis.text.x = element_blank(),
        axis.text.y = element_text(size=40),
        axis.title.y = element_text(size=50, vjust=0.5)) +
  ggtitle("VNO Cell-Type Marker-Gene Normalized Expression by Cluster") + ylab("Normalized Gene Expression")

fig1_b.part2 <- ggplot(legend.df, aes(x = cluster, y = 1, fill = cell_type)) + 
  geom_tile(width=0.97) + 
  scale_fill_manual(values = vno.cell_type.colors) + scale_y_continuous(expand = c(0, 0)) +
  guides(fill = guide_legend(direction = "vertical", label.position = "right",
                       title.theme = element_blank(), keyheight = 0.5, nrow = 3, byrow = TRUE)) +
  theme(legend.key.size = unit(2, 'lines'),
        legend.text = element_text(margin = margin(r=2, unit='pt'), size=30),
        legend.position = "bottom",
        legend.justification = "center",
        legend.margin = margin(0,0,0,0),
        legend.box.margin = margin(-10,5,0,0),
        panel.spacing = unit(3, "lines"),
        panel.background = element_blank(),
        panel.border = element_blank(),
        plot.background = element_blank(),
        plot.margin = margin(0, 7, 7, 7, "pt"),
        axis.text.x = element_text(angle=60, hjust = 0.5, vjust = 0.5, color = "black", size=40),
        axis.title.x = element_text(size=50, vjust=0.5),
        axis.title.y = element_blank(),
        axis.ticks.y = element_blank(),
        axis.text.y = element_blank()) + xlab("Cluster")

fig1_b <- plot_grid(fig1_b.part1, fig1_b.part2, ncol = 1, rel_heights = c(0.83, 0.17), 
                    align = "hv", axis = "lr")
svglite(filename = paste0(adobe_images,"fig1_b.svg"),width=25, height=20)
fig1_b
invisible(dev.off())

fig1_b

```

## UMAP of cell-type clusters split by age  

```{r, fig.width=16,fig.height=8}

fig1_c <- DimPlot(vno.seu.integrated, reduction = "umap", shuffle = TRUE, split.by = "age", ncol = 2) &
  theme_void() & theme(aspect.ratio=1, strip.text = element_text(size=16, face="bold")) & NoLegend()

svglite(filename = paste0(adobe_images,"fig1_c.svg"), width=10, height=5)
fig1_c
invisible(dev.off())
fig1_c

```

## UMAP of cell-type clusters split by sex  

```{r, fig.width=16,fig.height=8}

fig1_d <- DimPlot(vno.seu.integrated, reduction = "umap", shuffle = TRUE, split.by = "sex", ncol = 2) +
  theme_void() + theme(aspect.ratio=1, strip.text = element_text(size=16, face="bold")) + NoLegend()

svglite(filename = paste0(adobe_images,"fig1_d.svg"), width=10, height=5)
fig1_d
invisible(dev.off())
fig1_d

```

## A representative image of transcript distribution from Molecular Cartography© platform, Resolve Biosciences

![](/l/Yu/YuLab/Lab Paper/InPrep/VNO_atlas/Final Versions/figure_panels/Figure1_E.png)

## Spatial location of individual VNO cells color-coded according to cell type prediction based on the spatial transcriptomic analysis  

```{r}

load(file=paste0(object_dir,"resolve.seu.POSTpredict"))
load(file=paste0(object_dir,"resolve.datasets.POSTpredict"))
load(file=paste0(object_dir,"resolve.predictions.assay"))

```

```{r}

resolve.cell.types <- 
  as.factor(unlist(lapply(colnames(resolve.predictions.assay), function(cell){
  rownames(resolve.predictions.assay)[which.max(x=resolve.predictions.assay[ ,cell])]
})))

```

```{r}

Idents(resolve.seu.integrated) <- resolve.cell.types
levels(resolve.seu.integrated@active.ident)[levels(resolve.seu.integrated@active.ident)=="unknown-mVSN"] <- "sVSN"

levels(resolve.seu.integrated@active.ident) <- gsub("-","_", levels(resolve.seu.integrated@active.ident))

resolve.seu.integrated@active.ident <-
  factor(as.factor(resolve.seu.integrated@active.ident), 
         levels = c("V1R_mVSN","V2R_mVSN","mOSN","sVSN",
                    "V1R_iVSN","V2R_iVSN","INP","GBC","HBC","MV",
                    "SUS","OEC","Endothelial","LP","Microglia",
                    "Microglia_rp","Immune_Fpr","T_cells"))

```

```{r}

resolve.cell_type.colors <- hue_pal()(length(levels(resolve.seu.integrated@active.ident)))

names(resolve.cell_type.colors) <- levels(resolve.seu.integrated@active.ident)

resolve.cell_type.colors["V1R_mVSN"] <- "#00FF00"   #green
resolve.cell_type.colors["V2R_mVSN"] <- "#FF7F50"   #coral
resolve.cell_type.colors["sVSN"] <- "#8F00FF"       #violet 
resolve.cell_type.colors["LP"] <- "#0000FF"         #blue   
resolve.cell_type.colors["SUS"] <- "#FF0000"        #red
resolve.cell_type.colors["HBC"] <- "#FFFF00"        #yellow
resolve.cell_type.colors["V1R_iVSN"] <- "#DFFF00"   #chartreuse 
resolve.cell_type.colors["V2R_iVSN"] <- "#FFA500"   #orange

```

```{r}

colors <- c("V1R_mVSN"="#45B500","V2R_mVSN"="#E7851E","mOSN"="#D39200","sVSN"="#9C8DFF",
            "V1R_iVSN"="#00C087","V2R_iVSN"="#D09400","INP"="#FF61C7","GBC"="#EFFD5F", 
            "HBC"="#FFFF00","MV"="#00C0B2","SUS"="#F8766D","OEC"="#00BCD6",
            "Endothelial"="#00B3F2","LP"="#29A3FF","Microglia"="#00BC51","Microglia_rp"="#D277FF",
            "Immune_Fpr"="#B2A100","T_cells"="#F166E8")

```

```{r}

fig1_f.samples <- resolve.datasets[["slide7.B2_2"]]
cell_names <- colnames(fig1_f.samples)
cell_types <- resolve.seu.integrated@active.ident[cell_names]
fig1_f.samples <- AddMetaData(fig1_f.samples, cell_types, col.name="cell_type")

fig1_f <- SpatialDimPlot(object = fig1_f.samples, group.by = "cell_type", pt.size.factor = 2, 
                         cols = colors, interactive = TRUE) +
  theme(
    aspect.ratio = 1,
    legend.title = element_text(size = 18),
    legend.text = element_text(size = 14),
    legend.key = element_rect(fill = "transparent", colour = "transparent"),
    legend.key.size = unit(1,"cm")
  )

```

```{r}

svglite(filename = paste0(adobe_images,"fig1_f.svg"), width=10, height=10)
fig1_f 
invisible(dev.off())
fig1_f

```

## Location of cell belonging to HBC, GBC, INP, and LP cell types, respectively. Heat indicates confidence of predicted values  

```{r}

blank_theme <- theme(panel.background = element_rect(fill = "transparent", colour = NA),
                     plot.background = element_rect(fill = "transparent", colour = NA),
                     panel.grid = element_blank(),
                     panel.border = element_blank(),
                     plot.margin = unit(c(-1, 0, 0, 0), "null"),
                     panel.margin = unit(c(-1, 0, 0, 0), "null"),
                     axis.title=element_blank(),
                     axis.text=element_text(size=20),
                     plot.title=element_text(size=32),
                     legend.text=element_text(size=12,angle=90),
                     legend.title=element_text(size=20),
                     aspect.ratio=1)

```

```{r include=FALSE}

fig1_g.part_1 <- SpatialFeaturePlot(fig1_f.samples, features=rownames(resolve.predictions.assay)[10],
                                    pt.size.factor=4) + blank_theme +
  scale_fill_gradient(low="grey85",high="magenta") +
  theme(
    legend.key.size = unit(1.5, "cm"),  # Increase the size of the legend key
    legend.title = element_text(size = 14), # Increase the size of the legend title
    legend.text = element_text(size = 12, hjust = 0.3, vjust = 0.5)  # Increase the size of the legend labels
  ) +
  guides(fill = guide_colorbar(barwidth = 5, barheight = 1)) # Adjust colorbar width and height

fig1_g.part_2 <- SpatialFeaturePlot(fig1_f.samples, features=rownames(resolve.predictions.assay)[17],
                                    pt.size.factor=4) + blank_theme +
  scale_fill_gradient(low="grey85",high="magenta") +
  theme(
    legend.key.size = unit(1.5, "cm"),  # Increase the size of the legend key
    legend.title = element_text(size = 14), # Increase the size of the legend title
    legend.text = element_text(size = 12, hjust = 0.25, vjust = 0.5)  # Increase the size of the legend labels
  ) +
  guides(fill = guide_colorbar(barwidth = 5, barheight = 1)) # Adjust colorbar width and height

fig1_g.part_3 <- SpatialFeaturePlot(fig1_f.samples, features=rownames(resolve.predictions.assay)[8],
                                    pt.size.factor=4) + blank_theme +
  scale_fill_gradient(low="grey85",high="magenta") +
  theme(
    legend.key.size = unit(1.5, "cm"),  # Increase the size of the legend key
    legend.title = element_text(size = 14), # Increase the size of the legend title
    legend.text = element_text(size = 12, hjust = 0.25, vjust = 0.5)  # Increase the size of the legend labels
  ) +
  guides(fill = guide_colorbar(barwidth = 5, barheight = 1)) # Adjust colorbar width and height

fig1_g.part_4 <- SpatialFeaturePlot(fig1_f.samples, features=rownames(resolve.predictions.assay)[11],
                                    pt.size.factor=4) + blank_theme +
  scale_fill_gradient(low="grey85",high="magenta") +
  theme(
    legend.key.size = unit(1.5, "cm"),  # Increase the size of the legend key
    legend.title = element_text(size = 14), # Increase the size of the legend title
    legend.text = element_text(size = 12, hjust = 0.3, vjust = 0.5)  # Increase the size of the legend labels
  ) +
  guides(fill = guide_colorbar(barwidth = 5, barheight = 1)) # Adjust colorbar width and height


fig1_g <- ggarrange(fig1_g.part_1, fig1_g.part_2, fig1_g.part_3, fig1_g.part_4, ncol=4, nrow=1, align = 'hv')

```

```{r, fig.width=16, fig.height=4}

svglite(filename = paste0(adobe_images,"fig1_g.svg"), width=16, height=4)
fig1_g 
invisible(dev.off())
fig1_g

```




