Finding Spatially Variable Genes
library(RCTD)
library(Matrix)
library(ggplot2)
library(ggpubr)
library(gridExtra)
library(reshape2)
library(Seurat)
Setup and filter for genes expressed in CA3
#given a puck object, returns a puck with counts filtered based on UMI threshold and gene list
restrict_counts <- function(puck, gene_list, UMI_thresh = 1, UMI_max = 20000) {
keep_loc = (puck@nUMI >= UMI_thresh) & (puck@nUMI <= UMI_max)
puck@counts = puck@counts[gene_list,keep_loc]
if(length(puck@cell_labels) > 0) #check cell_labels non null
puck@cell_labels = puck@cell_labels[keep_loc]
puck@nUMI = puck@nUMI[keep_loc]
return(puck)
}
puck <- readRDS('../../Data/SpatialRNA/Puck_200115_08/puckCropped.RDS')
reference <- readRDS('../../Data/Reference/DropVizHC/scRefSubsampled1000.RDS')
cell_type_info <- get_cell_type_info(reference@assays$RNA@counts, reference@meta.data$liger_ident_coarse, reference@meta.data$nUMI)
gene_list <- intersect(rownames(cell_type_info[[1]]),rownames(puck@counts))
gene_list <- gene_list[rowSums(puck@counts[gene_list,]) >= 10]
gene_list <- gene_list[apply(cell_type_info[[1]][gene_list,],1,function(x) max(x)) >= 2e-5]
puck <- restrict_puck(puck, names(which(puck@nUMI >= 100)))
puck <- restrict_counts(puck, gene_list, UMI_max = 200000)
CA3_genes <- names(which(cell_type_info[[1]][gene_list,]$CA3*2 > apply(cell_type_info[[1]][gene_list,!(cell_type_info[[2]] %in% c('CA1','CA3','Denate','Neuron.Slc17a6', "Entorihinal", "Neurogenesis"))],1,max)))
CA3_genes <- CA3_genes[cell_type_info[[1]][CA3_genes,"CA3"] >= 2e-5]
Compute expected cell type specific gene expression
#Command used to save the data from the gather_results.R script:
#save(puck_d, iv, results, file = 'Data/SpatialRNA/Puck_200115_08/results/final_analysis/gathered_results.RData')
#loading in that data:
load('../../Data/SpatialRNA/Puck_200115_08/results/final_analysis/gathered_results.RData')
puck_d <- get_decomposed_data(results$results_df, CA3_genes, puck, results$weights_doublet, cell_type_info)
Find Spatially Variable Genes within CA3
cell_barc <- puck_d@cell_labels == "CA3" & puck_d@nUMI >= 300
gene_df <- puck_d@coords[cell_barc,]
gene_df$nUMI <- puck_d@nUMI[cell_barc]
get_int_genes <- function(gene_df,cell_type, gene_list_ct, puck_d, cell_barc) {
pvals <- numeric(length(gene_list_ct)); names(pvals) = gene_list_ct
cvs <- numeric(length(gene_list_ct)); names(cvs) = gene_list_ct
toti = 0
for(gene in gene_list_ct) {
print(toti)
toti = toti + 1
gene_df$nUMI <- puck_d@nUMI[cell_barc]
Tr = 100
f_dist <- numeric(Tr)
F_keep = 0
big_count = 0
for(i in 1:Tr) {
gene_df$gene <- puck_d@counts[gene,cell_barc]/ puck_d@nUMI[cell_barc]
if(i > 1)
gene_df$gene <- sample(gene_df$gene)
n = dim(gene_df)[1]
fit <- loess(gene ~ x*y, span = 0.8, data = gene_df, degree = 1)
#with(dat, plot(x, y, col = getcol(f), pch = 16, cex = 0.5, main = i))
p <- fit$enp+1
ss_total <- sum((gene_df$gene- mean(gene_df$gene))^2)
rss <- sum(fit$residuals^2)
ss_reg <- ss_total - rss
ms_reg <- ss_reg / (p-1)
ms_res <- rss/(n-p)
fstat <- ms_reg/ms_res
if(i == 1) {
gene_df$fitted <- fitted(fit)
F_keep = fstat
cvs[gene] <- sd(gene_df$fitted)/mean(gene_df$fitted)
if(cvs[gene] < 0.5)
break
} else {
if(fstat > F_keep)
big_count = big_count + 1
}
if(big_count > 3)
break
#print(c(fstat, 1 - pf(fstat, p-1, n-p)))
f_dist[i] <- fstat
}
pvals[gene] = (big_count + 1) / Tr
}
means_df <- data.frame(pvals,cvs)
return(means_df)
}
means_df_CA3 <- get_int_genes(gene_df,"CA3", CA3_genes, puck_d, cell_barc)
int_genes_CA3 <- rownames(means_df_CA3[means_df_CA3$cvs >= 0.5 & means_df_CA3$pvals < 0.02,])
Find Spatially Variable Genes Ignoring Cell Type
hippo <- CreateSeuratObject(puck@counts, project = "Slideseq",assay = "RNA",min.cells = 0,min.features = 0,names.field = 1,names.delim = "_",meta.data = NULL)
hippo <- NormalizeData(hippo, verbose = FALSE)
hippo <- FindVariableFeatures(hippo, selection.method = "vst", nfeatures = 2000, verbose = FALSE)
hippo <- ScaleData(hippo)
hippo[['image']] <- new(Class='SlideSeq',assay='RNA',coordinates = puck@coords[colnames(puck@counts),])
resultsdir = "Data/Slideseq/NewCerPuck_190926_08/SeuratResults/"
DefaultAssay(hippo) <- "RNA"
hippo <- FindSpatiallyVariableFeatures(hippo, assay = "RNA", slot = "scale.data", features = VariableFeatures(hippo)[1:1000],
selection.method = "moransi", x.cuts = 100, y.cuts = 100)
spatial_genes <- t(cell_type_info[[1]][head(SpatiallyVariableFeatures(hippo, selection.method = "moransi"),20),])
Plot coefficient of variation of spatially variable genes, across and within cell types
CA3_spatial <- intersect(colnames(spatial_genes),rownames(means_df_CA3))
p_val <- means_df_CA3[int_genes_CA3,'pvals']
names(p_val) <- int_genes_CA3
write.csv(data.frame(p_val), file = "Results/CA3.csv")
all_cv <- apply(cell_type_info[[1]][gene_list,],1,function(x) sd(x)/mean(x))
plot_df <- data.frame(c(all_cv[colnames(spatial_genes)],sample(all_cv,50)), c(rep('glob',length(colnames(spatial_genes))),rep('null',50)))
colnames(plot_df) <- c('quant','colr')
plot_df$cat <- 1
p2 <- ggplot(plot_df, aes(x = colr, y = quant)) +
geom_jitter(alpha = 0.75) +
geom_boxplot(fill = NA, width = 0.4, outlier.alpha = 0) +
theme_classic() + scale_y_continuous(breaks = c(0,2,4), limits = c(0,4.2)) +xlab('Globally Variable Genes') + ylab('Coefficient of Variation Across Cell Types') + scale_x_discrete(labels = c('Genes Detected Ignoring Cell Type','Randomly Selected Genes')) + theme(axis.title.x=element_blank(),axis.text=element_text(size=8))
fc_df <- data.frame(means_df_CA3[int_genes_CA3,]$cvs, 'Local')
fc_df2 <- data.frame(means_df_CA3[CA3_spatial,]$cvs,'Global')
colnames(fc_df) <- c('score','class'); colnames(fc_df2) <- c('score','class')
fc_df <- rbind(fc_df2,fc_df)
p1 <- ggplot(fc_df, aes(x = class, y = score)) +
geom_jitter(alpha = .75) +
geom_boxplot(fill = NA, width = 0.4, outlier.alpha = 0) +
theme_classic() + ylim(c(0,1.7)) + ylab('Coefficient of Variation Within CA3') + scale_x_discrete(labels = c('Genes Detected Ignoring Cell Type','Genes Detected within Cell Type')) + theme(axis.title.x=element_blank(),axis.text=element_text(size=7))
ggarrange(p2,p1,nrow = 1)
![](data:image/png;base64,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)
Plot the gene Ptk2b in excitatory neurons and in general
my_mod <- function(p) {
p + scale_x_continuous(breaks = c(1500,3500,5500), limits = c(1450,5700)) + scale_y_continuous(breaks =c(2000,3250,4500), limits = c(1800,4700)) + geom_segment(aes(x = 1700, y = 2100, xend = 2084.6, yend = 2100), color = "black")+ theme(axis.title.x=element_blank(),axis.text.x=element_blank(),axis.ticks.x=element_blank(), axis.title.y=element_blank(),axis.text.y=element_blank(),axis.ticks.y=element_blank())+ theme(legend.position="top")
}
results_df <- results$results_df
gene = "Ptk2b"
my_class <- rep(0,length(colnames(puck@counts)))
names(my_class) <- colnames(puck@counts)
type_list <- c("CA1","CA3","Denate")
my_ind <- (results_df$spot_class != "reject" & results_df$first_type %in% type_list) | (results_df$spot_class == "doublet_certain" & results_df$second_type %in% type_list)
my_ind2 <- (results_df$spot_class %in% c("singlet", "doublet_certain")) & !my_ind
my_class[names(which(puck@counts[gene,my_ind] < 0.1))] <- 1
my_class[names(which(puck@counts[gene,my_ind] >= 0.1))] <- 3
my_class[names(which(puck@counts[gene,my_ind2] < 0.1))] <- 2
my_class[names(which(puck@counts[gene,my_ind2] >= 0.1))] <- 4
my_barc <- names(my_class[my_class > 0])
p <- plot_class(puck, my_barc[order(my_class[my_barc])], factor(my_class))
p <- my_mod(p) + scale_color_manual(values=c("#CCE2EF","#F6DECC","#0072B2","#D55E00"))
ggarrange(p)
![](data:image/png;base64,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)
2D local regression smoothing of Rgs14 and Cpne9 genes within CA3 cell types
my_pal = pals::brewer.ylorrd(20)[2:20]
my_mod <- function(p) {
p + xlim(c(3800,5700)) + ylim(c(2100,3500)) + geom_segment(aes(x = 4000, y = 2400, xend = 4154, yend = 2400), color = "black")+ theme(axis.title.x=element_blank(),axis.text.x=element_blank(),axis.ticks.x=element_blank(), axis.title.y=element_blank(),axis.text.y=element_blank(),axis.ticks.y=element_blank())+ theme(legend.position="top")
}
#int_genes <- c("Rgs14","Spink8",'Cpne9','Kcnf1')
int_genes <- c("Rgs14",'Cpne9')
MULT <- 500
p1 <- list()
p2 <- list()
for(ind in 1:length(int_genes)) {
gene <- int_genes[ind]
max_val <- 20*mean((puck_d@counts[gene,]/puck_d@nUMI)[cell_barc])
cur_range <- c(0, MULT*.00087)
if(ind == 2)
cur_range <- c(0,MULT*.00025)
barcodes <- rownames(gene_df)
raw_df <- puck_d@coords[barcodes,]
raw_df$val <- as.integer((puck_d@counts[gene,]/puck_d@nUMI)[barcodes] > 0.0002)
raw_df <- raw_df[raw_df$val > 0,]
raw_df$val <- factor(raw_df$val)
gene_df$gene <- puck_d@counts[gene,cell_barc]/puck_d@nUMI[cell_barc]
fit <- loess(gene ~ x*y, span = 0.8, data = gene_df, degree = 1)
gene_df$fitted <- fitted(fit)
plot_val <- pmax(0,gene_df$fitted)
names(plot_val) <- as.character(which(cell_barc))
min_val = MULT*min(plot_val);max_val = MULT*quantile(plot_val[gene_df$x >= 3800 & gene_df$x < 5700 & gene_df$y > 2100 & gene_df$y < 3500],0.95)
p2[[ind]]<- plot_puck_continuous(puck_d,barcodes,MULT*plot_val[names(puck_d@cell_labels)], ylimit = c(min_val,max_val), size = 1.25, alpha = 0.2)
cur_range <- c(-.00001*MULT, signif(max_val,2))
p2[[ind]] <- my_mod(p2[[ind]])+ ggplot2::scale_colour_gradientn(paste(gene, "Smoothed"), colors = pals::brewer.orrd(20)[2:20],limits = cur_range, breaks = c(0,signif(max_val,2)), labels = c(0,signif(max_val,2)))
p2[[ind]] <- p2[[ind]] + geom_point(data=raw_df, aes(fill=val),,size = 0.1) + scale_fill_manual("Raw",values = c("#000000"),labels = c("")) + guides(fill = guide_legend(override.aes = list(size=2)))
}
#ggarrange(p1[[1]], p2[[1]], p1[[2]], p2[[2]],p1[[3]], p2[[3]],p1[[4]], p2[[4]], nrow = 4,ncol=2)
#ggarrange(p1[[1]], p2[[1]],p1[[2]], p2[[2]], nrow = 2,ncol=2)
ggarrange(p2[[1]], p2[[2]],nrow = 1,ncol=2)
![](data:image/png;base64,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)