##----消息=假,警告=假,包含=假------------------------------knitr::opts_chunk$set(echo=TRUE,message=FALSE,warning=FALSE,dpi=80)suppressWarnings(库(ggplot2))##----评估=错误---------------------------------------------------------------#如果(!require(“BiocManager”,悄悄地=TRUE)){#install.packages(“BiocManager”)# }# #BiocManager::install(“hoodscanR”)##----评估=错误---------------------------------------------------------------#devtools::install_github(“DavisLaboratory/hoodscanR”)## -----------------------------------------------------------------------------库(连帽衫R)图书馆(空间实验)图书馆## -----------------------------------------------------------------------------数据(“spe_test”)spe<-readHoodData(spe,anno_col=“celltypes”)## -----------------------------------------------------------------------------spe(特殊用途)## -----------------------------------------------------------------------------列数据(spe)##----图宽度=7,图高度=4------------------------------------------------col.pal<-c(“红色3”、“皇家蓝”、“金色”、“青色2”、“紫色3”和“深绿色”)plotIssue(spe,color=cell_annotation,size=1.5,alpha=0.8)+scale_color_manual(值=col.pal)## -----------------------------------------------------------------------------fnc<-findNearCells(spe,k=100)## -----------------------------------------------------------------------------重叠(fnc,函数(x)x[1:10,1:5])## -----------------------------------------------------------------------------pm<-scanHoods(fnc$距离)## -----------------------------------------------------------------------------下午[1:10,1:5]## -----------------------------------------------------------------------------发动机罩<-mergeByGroup(pm,fnc$cells)## -----------------------------------------------------------------------------发动机罩[1:10,]##----图宽=5,图高=4------------------------------------------------plotHoodMat(机罩,n=10,hm_height=5)##----图宽=5,图高=4------------------------------------------------plotHoodMat(机罩,targetCells=c(“Lung9_Rep1_5_1975”,“Lung9-Rep1_5_2712”),hm_height=3)## -----------------------------------------------------------------------------spe<-mergeHoodSpe(spe,发动机罩)## -----------------------------------------------------------------------------spe<-calcMetrics(spe,pm_cols=列名(防护罩))##----图宽度=7,图高度=4------------------------------------------------plotIssue(spe,大小=1.5,颜色=熵)+scale_color_scico(调色板=“东京”)##----图宽=7,图高=4------------------------------------------------plotIssue(spe,大小=1.5,颜色=困惑)+scale_color_scico(调色板=“东京”)##----图宽=6,图高=4------------------------------------------------plotColocal(spe,pm_cols=列名(机罩))## -----------------------------------------------------------------------------spe<-clustByHood(spe,pm_cols=列名(hood),k=10)##----图宽=6,图高=5------------------------------------------------plotProbDist(spe,pm_cols=列名(hood),by_cluster=TRUE,plot_all=TRUE,show_clusters=as.character(seq(10))##----图宽=7,图高=4------------------------------------------------plotIssue(spe,color=簇)## -----------------------------------------------------------------------------sessionInfo()