英文:
R pheatmap determine column order
问题
Hi Stack Overflow community,
我正在使用pheatmap()创建热图,并在对列进行排序时遇到困难。我的数据 'matrix' 已经按照所需的顺序排序,以便在绘图中显示。
我尝试将我的所需顺序(升序)保存到 'col_order' 中,并在pheatmap()中使用 'column_order = col_order' 作为选项。然而,它没有起作用。我还尝试设置 'cluster_cols = F',但R返回错误消息 'formal argument "cluster_cols" matched by multiple actual arguments'。
我感激任何评论!
以下是我的代码:
pheatmap(matrix,
annotation_row=groupmatrix,
cluster_cols = T,
color = colorRampPalette(c("blue", "white", "red"))(50),
show_colnames = T,
scale="row",
border_color="NA",
fontsize = 8,
fontsize_row = 6,
fontsize_col = 6,
treeheight_row = 0,
treeheight_col = 0, # 移除树状图
cluster_rows = F,
cluster_cols = F)
这是我目前的图表外观,x轴的顺序混乱,我希望它按照从1到48的顺序排列。
英文:
Hi Stack Overflow community,
I am creating heatmap using pheatmap() and have difficulty ordering columns in a sorted order. My data 'matrix' is already sorted in the desired order for display on the plot.
I tried save my desired order (ascending order) into 'col_order' and use 'column_order = col_order' as an option in pheatmap(). However, it doesn't work. I also tried set 'cluster_cols = F' but R returns error message 'formal argument "cluster_cols" matched by multiple actual arguments'
I appreciate any comment!
Here is my code:
pheatmap(matrix,
annotation_row=groupmatrix,
cluster_cols = T,
color = colorRampPalette(c("blue", "white", "red"))(50),
show_colnames = T,
scale="row",
border_color ="NA",
fontsize =8,
fontsize_row=6,
fontsize_col=6,
treeheight_row = 0,
treeheight_col = 0, # remove dendrogram
cluster_rows = F,
cluster_cols = F)
Here is what my plot looks like right now, the x-axis order is all mess up and I want it to go from 1 to 48 in order.
答案1
得分: 1
尝试这个:在第三行中去除 cluster_cols = TRUE
:
这里是一个示例:
library(pheatmap)
test = matrix(rnorm(200), 20, 10)
test[1:10, seq(1, 10, 2)] = test[1:10, seq(1, 10, 2)] + 3
test[11:20, seq(2, 10, 2)] = test[11:20, seq(2, 10, 2)] + 2
test[15:20, seq(2, 10, 2)] = test[15:20, seq(2, 10, 2)] + 4
colnames(test) = paste("Test", 1:10, sep = "")
rownames(test) = paste("Gene", 1:20, sep = "")
pheatmap(test,
color = colorRampPalette(c("blue", "white", "red"))(50),
show_colnames = T,
scale="row",
border_color = "NA",
fontsize = 8,
fontsize_row = 6,
fontsize_col = 6,
treeheight_row = 0,
treeheight_col = 0, # 移除树状图
cluster_rows = F,
cluster_cols = F)
英文:
Try this:
Remove the cluster_cols = TRUE in the third row:
Here is an example:
library(pheatmap)
test = matrix(rnorm(200), 20, 10)
test[1:10, seq(1, 10, 2)] = test[1:10, seq(1, 10, 2)] + 3
test[11:20, seq(2, 10, 2)] = test[11:20, seq(2, 10, 2)] + 2
test[15:20, seq(2, 10, 2)] = test[15:20, seq(2, 10, 2)] + 4
colnames(test) = paste("Test", 1:10, sep = "")
rownames(test) = paste("Gene", 1:20, sep = "")
pheatmap(test,
color = colorRampPalette(c("blue", "white", "red"))(50),
show_colnames = T,
scale="row",
border_color ="NA",
fontsize =8,
fontsize_row=6,
fontsize_col=6,
treeheight_row = 0,
treeheight_col = 0, # remove dendrogram
cluster_rows = F,
cluster_cols = F)
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