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

Novel neuronal lineage

Normalized Gap43 and Stmn2 expression in the neuronal lineage

In all lineages the cells can be distinguished to have both immature and mature populations, as determined by the expression of Gap43 and Stmn2 genes (Fig. S1).

Normalized Xist expression in the neuronal lineage, split by sex

Violin plot of normalized Gnai2 expression in mature V2R neurons, split by sample

Total number of genes, counts, and percent ribosomal gene expression detected in mature neurons, split by cell type

Heatmap of 503 significant (padj ≤ 0.001, fold-change ≥ 1.5) differentially expressed genes in sVSNs

[1] "sVSN Significant Upregulated Genes"
[1] 97
[1] "sVSN Significant Downregulated Genes"
[1] 406

---
title: "VNO Atlas Figure S4"
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: 3px solid yellow; border-radius: 5px;'>Click Here to Return to Previous Page</button>")

```

***  

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

body {
  font-size: 18px;
}
.nav-pills > li > a {
  color: black; /* Set inactive tab text color to black */
  border: 2px solid black; /* Add black border to inactive tabs */
  border-radius: 4px; /* Optional: Slightly round the corners */
}

.nav-pills > li > a:hover, .nav-pills > li > a:focus {
  background-color: darkgray; /* Set hover background color to a darker gray */
  color: white; /* Set hover text color to white for better contrast */
}

.nav-pills > li.active > a {
  background-color: black; /* Set active tab background color to black */
  color: white; /* Set active tab text color to white */
  border: 3px solid yellow
}

.nav-pills > li.active > a:hover {
  background-color: darkgray; /* Set active tab background color to black */
  color: white; /* Set active tab text color to white */
  border: 3px solid black
}

``` 

>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")

```

```{r}

unknown_mVSN_V1R_mVSN.DEGs <- 
  read.xlsx(xlsxFile = paste0(object_dir,"unknown_mVSN_V1R_mVSN.DEGs.xlsx"),rowNames=TRUE)
unknown_mVSN_V2R_mVSN.DEGs <- 
  read.xlsx(xlsxFile = paste0(object_dir,"unknown_mVSN_V2R_mVSN.DEGs.xlsx"),rowNames=TRUE)
unknown_mVSN_mOSN.DEGs <- 
  read.xlsx(xlsxFile = paste0(object_dir,"unknown_mVSN_mOSN.DEGs.xlsx"),rowNames=TRUE)

```

# Novel neuronal lineage {.tabset .tabset-pills}  

```{r}

S1_theme <- theme(plot.title=element_text(size=32),
                  axis.title=element_text(size=24),
                  axis.text =element_text(size=20),
                  legend.text=element_text(size=20),
                  legend.position="right",
                  aspect.ratio=1,
                  plot.margin=unit(c(-1,0.25,-1,0.25),"lines"),
                  panel.spacing=unit(0, "lines"))

```

## Normalized Gap43 and Stmn2 expression in the neuronal lineage  

>In all lineages the cells can be distinguished to have both immature and mature populations, as determined by the expression of Gap43 and Stmn2 genes (Fig. S1).  

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

figS_1AB <- FeaturePlot(object=neuron.integrated, features=c("Gap43","Stmn2"), order=TRUE,
                      cols=c("cyan","magenta"),keep.scale='all') & S1_theme

figS_1AB

```

## Normalized Xist expression in the neuronal lineage, split by sex  

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

figS_1C <- FeaturePlot(object=neuron.integrated,features="Xist",order=TRUE,
            cols=c("cyan","magenta"),split.by="sex",keep.scale='all') & S1_theme &
  theme(axis.title.y=element_blank())

figS_1C

```

## Violin plot of normalized Gnai2 expression in mature V2R neurons, split by sample  

```{r}

# Get dataframe for plotting features of sVSNs
sVSN.compare.df <- FetchData(mature.neurons,vars=c("cell_type","nFeature_RNA","nCount_RNA",
                                                   "percent.ribo","P2ry14","Ap1s3",
                                                   "Cspp1","Muc2","Obp2a","Obp2b","Lcn3",## Up-regulated genes
                                                   "Omp","Tuba1a","Ptma"))               ## Down-regulated genes

my_comparisons = list(c("V1R_mVSN","V2R_mVSN"),c("V2R_mVSN","mOSN"),c("mOSN","sVSN"),
                      c("V1R_mVSN","mOSN"),c("V2R_mVSN","sVSN"),c("V1R_mVSN","sVSN"))

my_theme <- theme(plot.title=element_text(hjust=0.5,size=32,face='bold'), # Center the title
                  axis.title.y=element_text(size=24),
                  axis.text.y=element_text(size=20),
                  axis.title.x=element_blank(),
                  axis.ticks.x=element_blank(), 
                  axis.text.x=element_blank(),aspect.ratio=1,
                  legend.position="right",
                  legend.key.size=unit(8,'mm'),
                  legend.title.align=0,
                  legend.title=element_text(size=24),
                  legend.text=element_text(size=20),
                  plot.margin=unit(c(0,0.25,0,0.25),units='line'),
                  panel.spacing=unit(c(0,0,0,0),units='line'))

my_theme2 <- theme(plot.title=element_text(hjust=0.5,size=32,face='bold'),
                   axis.title=element_text(size=24),
                   axis.text=element_text(size=20),
                   legend.position="none",aspect.ratio=1)

```

```{r}

figS_1D <- VlnPlot(object=subset(neuron.integrated,idents=c("V2R_mVSN")), 
        features="Gnai2", group.by="orig.ident") +
  my_theme2 + ggtitle("Gnai2 in Mature V2R Neurons")
figS_1D

```

## Total number of genes, counts, and percent ribosomal gene expression detected in mature neurons, split by cell type  

```{r,fig.width=16,fig.height=5.33333}

figS_1E <- ggplot(sVSN.compare.df,aes(x=cell_type,y=nFeature_RNA,fill=cell_type)) + geom_violin() +
  scale_fill_manual("Cell Type",values=mature.cell_type.colors) + theme_classic() +
  stat_summary(fun.y=mean,geom='point',size=10,colour="black",shape=95,show_guide=FALSE) +
  stat_compare_means(comparisons=my_comparisons,tip.length=0.01,
                     method="wilcox.test",label="p.signif",vjust=0.3) +
  ggtitle("Total Genes") + ylab("count") + my_theme + NoLegend()

figS_1F <- ggplot(sVSN.compare.df,aes(x=cell_type,y=nCount_RNA,fill=cell_type)) + geom_violin() +
  scale_fill_manual("Cell Type",values=mature.cell_type.colors) + theme_classic() +
  stat_summary(fun.y=mean,geom='point',size=10,colour="black",shape=95,show_guide=FALSE) +
  stat_compare_means(comparisons=my_comparisons,tip.length=0.01,
                     method="wilcox.test",label="p.signif",vjust=0.3) +
  ggtitle("Total Counts") + ylab("count") + my_theme + NoLegend()

figS_1G <- ggplot(sVSN.compare.df,aes(x=cell_type,y=percent.ribo,fill=cell_type)) + geom_violin() +
  scale_fill_manual("Cell Type",values=mature.cell_type.colors) + theme_classic() +
  stat_summary(fun.y=mean,geom='point',size=10,colour="black",shape=95,show_guide=FALSE) +
  stat_compare_means(comparisons=my_comparisons,tip.length=0.01,
                     method="wilcox.test",label="p.signif",vjust=0.3) +
  ggtitle("Ribosomal %") + ylab("percent") + my_theme + NoLegend()

ggarrange(figS_1E, figS_1F, figS_1G, ncol=3, common.legend=TRUE, legend="bottom", align="hv")

```

## Heatmap of 503 significant (padj ≤ 0.001, fold-change ≥ 1.5) differentially expressed genes in sVSNs  

```{r}

# The gene names for sVSN significantly up-regulated genes against V1R/V2R VSNs and OSNs
sVSN_OSN.up_genes <- rownames(unknown_mVSN_mOSN.DEGs[unknown_mVSN_mOSN.DEGs$p_val_adj < 0.001 &
                                                       unknown_mVSN_mOSN.DEGs$avg_log2FC > log2(1.5), ])
sVSN_V1R.up_genes <- rownames(unknown_mVSN_V1R_mVSN.DEGs[unknown_mVSN_V1R_mVSN.DEGs$p_val_adj < 0.001 & 
                             unknown_mVSN_V1R_mVSN.DEGs$avg_log2FC > log2(1.5), ])
sVSN_V2R.up_genes <- rownames(unknown_mVSN_V2R_mVSN.DEGs[unknown_mVSN_V2R_mVSN.DEGs$p_val_adj < 0.001 &
                             unknown_mVSN_V2R_mVSN.DEGs$avg_log2FC > log2(1.5), ])

sVSN.up_genes <- intersect(sVSN_OSN.up_genes, intersect(sVSN_V1R.up_genes, sVSN_V2R.up_genes))

sVSN_OSN.down_genes <- rownames(unknown_mVSN_mOSN.DEGs[unknown_mVSN_mOSN.DEGs$p_val_adj < 0.001 &
                                                       unknown_mVSN_mOSN.DEGs$avg_log2FC < -log2(1.5), ])
sVSN_V1R.down_genes <- rownames(unknown_mVSN_V1R_mVSN.DEGs[unknown_mVSN_V1R_mVSN.DEGs$p_val_adj < 0.001 & 
                             unknown_mVSN_V1R_mVSN.DEGs$avg_log2FC < -log2(1.5), ])
sVSN_V2R.down_genes <- rownames(unknown_mVSN_V2R_mVSN.DEGs[unknown_mVSN_V2R_mVSN.DEGs$p_val_adj < 0.001 &
                             unknown_mVSN_V2R_mVSN.DEGs$avg_log2FC < -log2(1.5), ])

sVSN.down_genes <- intersect(sVSN_OSN.down_genes, intersect(sVSN_V1R.down_genes, sVSN_V2R.down_genes))

# How many universally significant regulated genes in sVSNs when compared against other mature neuron types
print("sVSN Significant Upregulated Genes")
length(sVSN.up_genes)
print("sVSN Significant Downregulated Genes")
length(sVSN.down_genes)

all.svsn.degs <- c(sVSN.up_genes,sVSN.down_genes)

```

```{r}

# Get count data for mature sensory neurons
mSN.matrix <- GetAssayData(subset(neuron.integrated,idents=c("V1R_mVSN","V2R_mVSN","mOSN","sVSN"),downsample=400),slot='data')
# Subset the matrix for our sVSN DEGs
sVSN.top.df <- as.data.frame(mSN.matrix[all.svsn.degs, ])

# The cell IDs for ALL mature sensory neurons
mature.neuron.cellIDs <- colnames(sVSN.top.df)
# Get corresponding cell-type metadata for column annotations
mature.neuron.annotation <- data.frame(cell_type=neuron.integrated@meta.data[mature.neuron.cellIDs,c("cell_type")])
rownames(mature.neuron.annotation) <- colnames(sVSN.top.df)

rm(mSN.matrix,mature.neuron.cellIDs)

```

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

# Custom Palette for gene expression
colors <- c("#007FFF", "#2E8B57", "#FFFF66", "#FFA500", "#FF0000")
palette <- colorRampPalette(colors)

# Custom Palette for Cell Types
figS_4.palette <-wesanderson::wes_palette("Darjeeling1")[2:5]
names(figS_4.palette) <- c("V1R_mVSN","V2R_mVSN","mOSN","sVSN")

# Annotation Color Schematic 
vsn.ann_colors <- list(cell_type=figS_4.palette)

figS_4 <- pheatmap(mat=sVSN.top.df, 
                   color=palette(n=50), fontsize=14, treeheight_col=0, cellwidth = 0.59,
                   cluster_rows=TRUE, cluster_cols=TRUE, treeheight_row=25, 
                   annotation_col=mature.neuron.annotation, show_colnames=FALSE,
                   show_rownames=FALSE, annotation_colors=vsn.ann_colors,
                   main="Significant Differentially Expressed Genes in sVSNs")

```

```{r}

rm(list=ls())
invisible(gc())

```


