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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

VNO Vomeronasal Receptor Co-expression Analysis

Vomeronasal Receptor Coexpression

Vomeronasal Receptor <-> Axon-Guidane Molecule Coexpression

Vomeronasal Receptor <-> Transcription Factor Coexpression

Vomeronasal Receptor x Axon-Guidance Molecule <-> Vomeronasal Receptor x Transcription Factor Coexpression

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

```{r, echo=FALSE}

reactable <- function(...) {
  htmltools::tagList(reactable::reactable(...))
}

```

**Return to previous page**  
```{r, results='asis'}

cat("<button onclick='history.back()'>Back</button>")

```
  
  
  
>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(tidyverse); library(stringr); library(ggplot2)
  library(data.table); library(org.Mm.eg.db); library(dplyr)
  library(Seurat); library(DBI); library(cowplot); library(Matrix) 
  library(glmGamPoi); library(tibble); library(ggpubr); library(svglite)
  library(ggsignif); library(stats); library(vegan); library(scales)
  library(caret); library(patchwork); library(plotly); library(reactable)
  library(openxlsx); library(gridExtra); library(ggrepel); library(htmltools)
  library(biomaRt); library(pheatmap); library(msigdbr)
  library(Rmisc); library(ggplotify); library(ggpmisc)
  library(scales); library(heatmaply); library(dendextend)
})

```

```{r}

# Global Variables
options(scipen = 999)
# 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/")
new_obj_dir <- "/l/Yu/YuLab/Bioinformatics/projects/mhh/sc_VNO/revision/objects/"

# OPEN ```vno.seu.integrated```
load(file = paste0(object_dir,"vno.integrated.postCellID"))
levels(vno.seu.integrated@active.ident)[levels(vno.seu.integrated@active.ident)=="unknown_mVSN"] <- "sVSN"
levels(vno.seu.integrated$cell_type)[levels(vno.seu.integrated$cell_type)=="unknown_mVSN"] <- "sVSN"

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

```

# VNO Vomeronasal Receptor Co-expression Analysis {.tabset .tabset-pills}  

## Vomeronasal Receptor Coexpression  

```{r}

# Significant Coexpression of Vomeronasal Receptors in Mature VSNs
sig.mVSN.coexpression <- openxlsx::read.xlsx(xlsxFile = paste0(object_dir,"sig.mVSN.coexpression.xlsx"))

if (ncol(sig.mVSN.coexpression) == 18) {
    sig.mVSN.coexpression <- subset(sig.mVSN.coexpression, select = -LEGEND)  # Subset without the 18th column
} 

sig.mVSN.coexpression[ ,12:17] <- round(sig.mVSN.coexpression[ ,12:17], 4) 

sig.mVSN.coexpression <- sig.mVSN.coexpression %>% replace(is.na(.), Inf)

reactable(sig.mVSN.coexpression,
          sortable = TRUE,
          showSortable = TRUE,
          resizable = TRUE,
          filterable = TRUE,
          searchable = TRUE,
          defaultPageSize = 10,
          striped = TRUE,
          bordered = TRUE)

```

## Vomeronasal Receptor <-> Axon-Guidane Molecule Coexpression  

```{r}

# Significant Coexpression of Vomeronasal Receptors and Axon Guidance Molecules
sig.vr.ag.coexpression <- openxlsx::read.xlsx(xlsxFile = paste0(object_dir,"sig.vr.ag.coexpression.xlsx"))

sig.vr.ag.coexpression <- sig.vr.ag.coexpression %>% replace(is.na(.), Inf)

sig.vr.ag.coexpression[ , c("padj","pval","odds.ratio","jaccard.index","B.avg_in.A","B.avg_in_all.B")] <-
  round(sig.vr.ag.coexpression[ , c("padj","pval","odds.ratio","jaccard.index","B.avg_in.A","B.avg_in_all.B")],4)

reactable(sig.vr.ag.coexpression,
          sortable = TRUE,
          showSortable = TRUE,
          resizable = TRUE,
          filterable = TRUE,
          searchable = TRUE,
          defaultPageSize = 10,
          striped = TRUE,
          bordered = TRUE)

```

## Vomeronasal Receptor <-> Transcription Factor Coexpression  

```{r}

# Significant Coexpression of Vomeronasal Receptors and Transcription Factors
sig.vr.tf.coexpression <- openxlsx::read.xlsx(xlsxFile = paste0(object_dir,"sig.vr.tf.coexpression.xlsx"))

sig.vr.tf.coexpression <- sig.vr.tf.coexpression %>% replace(is.na(.), Inf)

sig.vr.tf.coexpression[ , c("padj","pval","odds.ratio","jaccard.index","B.avg_in.A","B.avg_in_all.B")] <-
  round(sig.vr.tf.coexpression[ , c("padj","pval","odds.ratio","jaccard.index","B.avg_in.A","B.avg_in_all.B")],4)

reactable(sig.vr.tf.coexpression,
          sortable = TRUE,
          showSortable = TRUE,
          resizable = TRUE,
          filterable = TRUE,
          searchable = TRUE,
          defaultPageSize = 10,
          striped = TRUE,
          bordered = TRUE)

```

## Vomeronasal Receptor x Axon-Guidance Molecule <-> Vomeronasal Receptor x Transcription Factor Coexpression  

```{r}

# Significant Coexpression of Vomeronasal Receptors, Axon Guidance Molecules, and Transcription Factors
vr.ag_tf.results <- openxlsx::read.xlsx(xlsxFile=paste0(object_dir,"vr.ag_tf.results.xlsx"))

vr.ag_tf.results <- vr.ag_tf.results %>% replace(is.na(.), Inf)

vr.ag_tf.results[ , c("padj","pval","odds.ratio","jaccard.index","AG.avg_in.VR","AG.avg_in_all","TF.avg_in.VR","TF.avg_in_all")] <-
  round(vr.ag_tf.results[ , c("padj","pval","odds.ratio","jaccard.index","AG.avg_in.VR","AG.avg_in_all","TF.avg_in.VR","TF.avg_in_all")],4)

# Function to format values in scientific notation for large numbers
format_large_numbers <- function(value) {
  if (is.numeric(value) && abs(value) >= 1e9) {
    formatC(value, format = "e", digits = 2)
  } else {
    value
  }
}

# Apply formatting to relevant columns (12:17 in your case)
vr.ag_tf.results[ , c("padj","pval","odds.ratio","jaccard.index","AG.avg_in.VR","AG.avg_in_all","TF.avg_in.VR","TF.avg_in_all")] <- 
  lapply(vr.ag_tf.results[ , c("padj","pval","odds.ratio","jaccard.index","AG.avg_in.VR","AG.avg_in_all","TF.avg_in.VR","TF.avg_in_all")], format_large_numbers)

reactable(vr.ag_tf.results,
          sortable = TRUE,
          showSortable = TRUE,
          resizable = TRUE,
          filterable = TRUE,
          searchable = TRUE,
          defaultPageSize = 10,
          striped = TRUE,
          bordered = TRUE)

```
  
  
  
  
  
  
  
  