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

UMAP visualization of cell-type clusters for the neuronal lineage

How many mature neurons are OSNs?


all_mature_neurons <- c("V1R_mVSN","V2R_mVSN","mOSN","sVSN")
table(neuron.integrated@active.ident)[c("mOSN")]/sum(table(neuron.integrated@active.ident)[all_mature_neurons])
      mOSN 
0.02236955

Expression of Gnai2 and Gnao1 in the neuronal lineage

Expression of Cnga2 and Gnal in the OSN lineage

Location of mOSNs

Location of sVSNs in a VNO slice

Heatmap of normalized expression for a select set of mutually differentially expressed genes between sVSNs and mature V1Rs, V2Rs, and OSNs

Enriched gene ontology (GO) terms in sVSNs when compared with V1R and V2R VSNs, respectively

Box plots of normalized expression for Muc2, Obp2a, Obp2b, and Lcn3 across mature sensory neurons

---
title: "VNO Atlas Figure 2"
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,
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  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")

```

***  

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

```{r, include=FALSE}

# Differential Expression of Genes Across Cell-Types
V1R_iVSN_V2R_iVSN.DEGs <- 
  read.xlsx(xlsxFile = paste0(object_dir,"V1R_iVSN_V2R_iVSN.DEGs.xlsx"),rowNames=TRUE)
V1R_iVSN_iOSN.DEGs <- 
  read.xlsx(xlsxFile = paste0(object_dir,"V1R_iVSN_iOSN.DEGs.xlsx"),rowNames=TRUE)
V2R_iVSN_iOSN.DEGs <- 
  read.xlsx(xlsxFile = paste0(object_dir,"V2R_iVSN_iOSN.DEGs.xlsx"),rowNames=TRUE)
V1R_mVSN_V2R_mVSN.DEGs <- 
  read.xlsx(xlsxFile = paste0(object_dir,"V1R_mVSN_V2R_mVSN.DEGs.xlsx"),rowNames=TRUE)
V1R_iVSN_late_INP.DEGs <- 
  read.xlsx(xlsxFile = paste0(object_dir,"V1R_iVSN_late_INP.DEGs.xlsx"),rowNames=TRUE)
V2R_iVSN_late_INP.DEGs <- 
  read.xlsx(xlsxFile = paste0(object_dir,"V2R_iVSN_late_INP.DEGs.xlsx"),rowNames=TRUE)
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)

# Gene-set Enrichment Analysis of GO Terms for Unknown mVSNs vs Other Neuron Types
unknown_mVSN_V1R_mVSN.BP.res <- 
  openxlsx::read.xlsx(xlsxFile=paste0(object_dir,"unknown_mVSN_V1R_mVSN.BP.res.xlsx"),rowNames=TRUE)
unknown_mVSN_V2R_mVSN.BP.res <- 
  openxlsx::read.xlsx(xlsxFile=paste0(object_dir,"unknown_mVSN_V2R_mVSN.BP.res.xlsx"),rowNames=TRUE)
unknown_mVSN_V1R_mVSN.MF.res <- 
  openxlsx::read.xlsx(xlsxFile=paste0(object_dir,"unknown_mVSN_V1R_mVSN.MF.res.xlsx"),rowNames=TRUE)
unknown_mVSN_V2R_mVSN.MF.res <- 
  openxlsx::read.xlsx(xlsxFile=paste0(object_dir,"unknown_mVSN_V2R_mVSN.MF.res.xlsx"),rowNames=TRUE)
unknown_mVSN_V1R_mVSN.CC.res <- 
  openxlsx::read.xlsx(xlsxFile=paste0(object_dir,"unknown_mVSN_V1R_mVSN.CC.res.xlsx"),rowNames=TRUE)
unknown_mVSN_V2R_mVSN.CC.res <- 
  openxlsx::read.xlsx(xlsxFile=paste0(object_dir,"unknown_mVSN_V2R_mVSN.CC.res.xlsx"),rowNames=TRUE)

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

```

## UMAP visualization of cell-type clusters for the neuronal lineage  

```{r}

fig2_a <- DimPlot(neuron.integrated, reduction="umap", label=TRUE, shuffle=TRUE, cols=neuron.cell_type.colors) +
  ggtitle("Neuronal Lineage") + NoLegend() +
  theme(aspect.ratio=1)

svglite(filename = paste0(adobe_images,"fig2_a.svg"), width=10, height=10)
fig2_a
invisible(dev.off())
fig2_a

```

>How many mature neurons are OSNs?  

```{r, echo=TRUE}

all_mature_neurons <- c("V1R_mVSN","V2R_mVSN","mOSN","sVSN")
table(neuron.integrated@active.ident)[c("mOSN")]/sum(table(neuron.integrated@active.ident)[all_mature_neurons])

```

## Expression of Gnai2 and Gnao1 in the neuronal lineage  

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

fig2_b <- FeaturePlot(neuron.integrated, features=c("Gnai2","Gnao1"), order=TRUE, blend=TRUE) +
  theme(aspect.ratio=1)

svglite(filename = paste0(adobe_images,"fig2_b.svg"),width=16, height=4)
fig2_b
invisible(dev.off())

fig2_b

```

## Expression of Cnga2 and Gnal in the OSN lineage  

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

fig2_c <- FeaturePlot(neuron.integrated, features=c("Cnga2","Gnal"), 
            cols=c("cyan3","magenta"), order=TRUE, ncol=2) +
  theme(aspect.ratio = 1)

svglite(filename = paste0(adobe_images,"fig2_c.svg"), width=10, height=5)
fig2_c
invisible(dev.off())

fig2_c

```

## Location of mOSNs  

```{r}

fig2d.samples <- resolve.datasets[["slide7.B2_2"]]

```

```{r}

fig2_OSN <- SpatialFeaturePlot(fig2d.samples, features=rownames(resolve.predictions.assay)[12],
                                pt.size.factor=4,) + theme(aspect.ratio=1,legend.position="bottom",
                                                          legend.title=element_blank(), 
                                                          plot.title = element_text(hjust=0.5,size=36)) +
  scale_fill_gradient(low="grey85",high="magenta") + ggtitle("mOSNs")

svglite(filename = paste0(adobe_images,"fig2_OSN.svg"), width=9, height=9)
fig2_OSN
invisible(dev.off())
fig2_OSN

```

## Location of sVSNs in a VNO slice  

```{r}

fig2_sVSN <- SpatialFeaturePlot(fig2d.samples, features=rownames(resolve.predictions.assay)[5],
                                pt.size.factor=4,) + theme(aspect.ratio=1,legend.position="bottom",
                                                          legend.title=element_blank(), 
                                                          plot.title = element_text(hjust=0.5,size=36)) +
  scale_fill_gradient(low="grey85",high="magenta") + ggtitle("sVSNs")

svglite(filename = paste0(adobe_images,"fig2_sVSN.svg"), width=9, height=9)
fig2_sVSN
invisible(dev.off())
fig2_sVSN

```

## Heatmap of normalized expression for a select set of mutually differentially expressed genes between sVSNs and mature V1Rs, V2Rs, and OSNs  

```{r}

svsn.goi <- c("Cspp1","D10Wsu102e","Gm16579","Neat1","P2ry14","Rbm4b","Wnk1","Zfp738",
              "Cox6a1","Cox7a2","Jund","Map1lc3b","Ndufa2","Ndufa7","Omp","Prxl2b")

mSN.matrix <- GetAssayData(subset(neuron.integrated,idents=c("V1R_mVSN","V2R_mVSN","mOSN","sVSN")),slot='data')
sVSN.top.df <- as.data.frame(mSN.matrix[svsn.goi, ])

# The cell IDs for ALL mature sensory neurons
mature.neuron.cellIDs <- WhichCells(object=neuron.integrated, idents=c("V1R_mVSN","V2R_mVSN","mOSN","sVSN"))
# 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"),drop=FALSE])
svsn.cell.order <- order(mature.neuron.annotation$cell_type)
mature.neuron.annotation <- as.data.frame(mature.neuron.annotation[svsn.cell.order, ,drop=FALSE])
sVSN.top.df <- sVSN.top.df[ ,svsn.cell.order]

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

```

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

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

# Custom Palette for Cell Types
fig2_g.palette <-wesanderson::wes_palette("Darjeeling1")[2:5]
names(fig2_g.palette) <- c("V1R_mVSN","V2R_mVSN","mOSN","sVSN")

# Annotation Color Schematic 
vsn.ann_colors <- list(cell_type=fig2_g.palette)

fig2_g <- pheatmap(mat=sVSN.top.df, 
                   color=palette(n=50), fontsize=14, treeheight_col = 0, cellwidth = 0.04,
                   cluster_rows=TRUE, cluster_cols=FALSE, #scale="row", 
                   annotation_col=mature.neuron.annotation, show_colnames=FALSE,
                   show_rownames=TRUE, annotation_colors=vsn.ann_colors)

```

## Enriched gene ontology (GO) terms in sVSNs when compared with V1R and V2R VSNs, respectively  

```{r, include=FALSE}

# Combined GO Results for Unknown mVSNs VS V1Rs
unknown_mVSN_V_V1R.GO <- rbind(unknown_mVSN_V1R_mVSN.BP.res,unknown_mVSN_V1R_mVSN.MF.res,unknown_mVSN_V1R_mVSN.CC.res)
# Remove NAs
unknown_mVSN_V_V1R.GO <- na.omit(unknown_mVSN_V_V1R.GO)
# Just significant results
unknown_mVSN_V_V1R.GO <- unknown_mVSN_V_V1R.GO[unknown_mVSN_V_V1R.GO$padj <= 0.05, ]
# Create a column for GO category
unknown_mVSN_V_V1R.GO$Category <- substring(unknown_mVSN_V_V1R.GO$pathway,first=3,last=4)
unknown_mVSN_V_V1R.GO$pathway <- substring(unknown_mVSN_V_V1R.GO$pathway,first=6)
# Order by normalized enrichment score
unknown_mVSN_V_V1R.GO <- unknown_mVSN_V_V1R.GO[order(unknown_mVSN_V_V1R.GO$NES), ]
unknown_mVSN_V_V1R.GO$pathway <- factor(unknown_mVSN_V_V1R.GO$pathway, levels=unknown_mVSN_V_V1R.GO$pathway)

# Combind GO Results for Unknown mVSNs VS V2Rs
unknown_mVSN_V_V2R.GO <- rbind(unknown_mVSN_V2R_mVSN.BP.res,unknown_mVSN_V2R_mVSN.MF.res,unknown_mVSN_V2R_mVSN.CC.res)
# Remove NAs
unknown_mVSN_V_V2R.GO <- na.omit(unknown_mVSN_V_V2R.GO)
# Just significant results
unknown_mVSN_V_V2R.GO <- unknown_mVSN_V_V2R.GO[unknown_mVSN_V_V2R.GO$padj <= 0.05, ]
# Create a column for GO category
unknown_mVSN_V_V2R.GO$Category <- substring(unknown_mVSN_V_V2R.GO$pathway,first=3,last=4) 
unknown_mVSN_V_V2R.GO$pathway <- substring(unknown_mVSN_V_V2R.GO$pathway,first=6)
# Sort by normalized enrichment score
unknown_mVSN_V_V2R.GO <- unknown_mVSN_V_V2R.GO[order(unknown_mVSN_V_V2R.GO$NES), ]
unknown_mVSN_V_V2R.GO$pathway <- factor(unknown_mVSN_V_V2R.GO$pathway, levels=unknown_mVSN_V_V2R.GO$pathway)

```

```{r}

# Remove GO-Terms with 1000 or more associated genes
unknown_mVSN_V_V1R.GO <- unknown_mVSN_V_V1R.GO[unknown_mVSN_V_V1R.GO$size < 1000, ]
unknown_mVSN_V_V2R.GO <- unknown_mVSN_V_V2R.GO[unknown_mVSN_V_V2R.GO$size < 1000, ]

# Terms to remove 
v1r.go.remove <- c("ESTABLISHMENT_OF_PROTEIN_LOCALIZATION_TO_ORGANELLE")
v2r.go.remove <- c("RIBOSOMAL_SUBUNIT","RIBOSOME")

unknown_mVSN_V_V1R.GO <- unknown_mVSN_V_V1R.GO[unknown_mVSN_V_V1R.GO$pathway!=v1r.go.remove, ]
unknown_mVSN_V_V2R.GO <- unknown_mVSN_V_V2R.GO[unknown_mVSN_V_V2R.GO$pathway!=v2r.go.remove, ]

```

```{r}

fig2_e.part1 <- ggplot(unknown_mVSN_V_V1R.GO, aes(x=pathway,y=NES,fill=Category)) +
  geom_bar(stat="identity") +
  theme(aspect.ratio = 1,plot.title=element_text(face="bold")) +
  ggtitle("Enriched GO Terms: sVSNs vs V1R mVSNs") +
  xlab("GO Term") +
  coord_flip()

```

```{r}

fig2_e.part2 <- ggplot(unknown_mVSN_V_V2R.GO, aes(x=pathway,y=NES,fill=Category)) +
  geom_bar(stat="identity") +
  theme(aspect.ratio = 1,plot.title=element_text(face="bold")) +
  ggtitle("Enriched GO Terms in sVSNs vs V2R mVSNs") +
  xlab("GO Term") +
  coord_flip()

```

```{r include=FALSE}

fig2_e <- ggarrange(plotlist=list(V1R=fig2_e.part1,V2R=fig2_e.part2), nrow=2, ncol=1, 
                    common.legend=TRUE, align = "hv", legend = "right") +
  theme(aspect.ratio=1)

svglite(filename = paste0(adobe_images,"fig2_e.svg"),width=8,height=8)
fig2_e
invisible(dev.off())

```

```{r}

fig2_e

```

## Box plots of normalized expression for Muc2, Obp2a, Obp2b, and Lcn3 across mature sensory neurons  

```{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_2 <- theme(axis.title.y=element_text(size=20),             #change font size of y axis label
                    axis.title.x=element_blank(),                   #don't show x axis label
                    plot.title=element_text(size=32,hjust=0.5),     #change font size of plot title, center
                    legend.title=element_text(size=24),             #change font size of legend title
                    legend.text=element_text(size=20),              #change font size of legend text
                    axis.text.y=element_text(size=20),              #change font size of axis tick labels
                    axis.text.x=element_blank(),                    #don't show x-axis tick labels
                    axis.ticks.x=element_blank(),                   #don't show x-axis ticks
                    legend.key.size=unit(8,'mm'),                   #the size of legend 'boxes'
                    legend.title.align=0,                           #left align legend title
                    aspect.ratio=1)                                 #keep plots square

```

```{r}

p1 <- ggplot(sVSN.compare.df,aes(x=cell_type,y=Muc2,fill=cell_type)) + geom_boxplot() +
  scale_fill_manual("Cell Type",values=mature.cell_type.colors) + theme_classic() +
  stat_summary(fun.y=mean,geom='point',size=20,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("Muc2") + ylab("normalized count") + my_theme_2
p2 <- ggplot(sVSN.compare.df,aes(x=cell_type,y=Obp2a,fill=cell_type)) + geom_boxplot() +
  scale_fill_manual("Cell Type",values=mature.cell_type.colors) + theme_classic() +
  stat_summary(fun.y=mean,geom='point',size=20,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("Obp2a") + ylab("normalized count") + my_theme_2
p3 <- ggplot(sVSN.compare.df,aes(x=cell_type,y=Obp2b,fill=cell_type)) + geom_boxplot() +
  scale_fill_manual("Cell Type",values=mature.cell_type.colors) + theme_classic() +
  stat_summary(fun.y=mean,geom='point',size=20,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("Obp2b") + ylab("normalized count") + my_theme_2
p4 <- ggplot(sVSN.compare.df,aes(x=cell_type,y=Lcn3,fill=cell_type)) + geom_boxplot() +
  scale_fill_manual("Cell Type",values=mature.cell_type.colors) + theme_classic() +
  stat_summary(fun.y=mean,geom='point',size=20,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("Lcn3") + ylab("normalized count") + my_theme_2

fig2_f <- ggarrange(p1,p2,p3,p4,ncol=2,nrow=2,common.legend=TRUE,align="hv",legend="bottom")
  
```

```{r}

svglite(filename = paste0(adobe_images,"fig2_f.svg"), width=10, height=10)
fig2_f
invisible(dev.off())

```

```{r}

fig2_f

```

