R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
IOBR
View on CRAN: Click
here
Download and install IOBR package within the R console
Install from CRAN:
install.packages("IOBR")
Install from Github:
library("remotes")
install_github("cran/IOBR") Install by package version:
library("remotes")
install_version("IOBR", "2.2.0") Attach the package and use:
library("IOBR")
Maintained by
Shixiang Wang
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-04-22
Latest Update: 2026-04-22
Description:
Provides six modules for tumor microenvironment (TME) analysis based on multi-omics data. These modules cover data preprocessing, TME estimation, TME infiltrating patterns, cellular interactions, genome and TME interaction, and visualization for TME relevant features, as well as modelling based on key features. It integrates multiple microenvironmental analysis algorithms and signature estimation methods, simplifying the analysis and downstream visualization of the TME. In addition to providing a quick and easy way to construct gene signatures from single-cell RNA-seq data, it also provides a way to construct a reference matrix for TME deconvolution from single-cell RNA-seq data. The analysis pipeline and feature visualization are user-friendly and provide a comprehensive description of the complex TME, offering insights into tumour-immune interactions (Zeng D, et al. (2024) <doi:10.1016/j.crmeth.2024.100910>.Fang Y, et al. (2025) <doi:10.1002/mdr2.70001>).
How to cite:
Shixiang Wang (2026). IOBR: Immune Oncology Biological Research. R package version 2.2.0, https://cran.r-project.org/web/packages/IOBR. Accessed 03 Jul. 2026.
Previous versions and publish date:
Other packages that cited IOBR R package
View IOBR citation profile
Other R packages that IOBR depends,
imports, suggests or enhances
Complete documentation for IOBR
Functions, R codes and Examples using
the IOBR R package
Full IOBR package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
MANOVA.RM
Implemented are various tests for semi-parametric repeated measures
and general MANOVA designs that ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Sarah Friedrich (view profile)
reportROC
Provides an easy way to report the results of ROC analysis, including:
1. an ROC curve.
2. the val ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Zhicheng Du (view profile)
tabbycat
Functions for tabulating and summarising categorical variables. Most functions are designed to work ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Oliver Hawkins (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
GaussSuppression
A statistical disclosure control tool to protect tables by suppression
using the Gaussian eliminati ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Øyvind Langsrud (view profile)
gap.datasets
Datasets associated with the 'gap' package. Currently,
it includes an example data for regional ass ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jing Hua Zhao (view profile)
27,653
R Packages
236,180
Dependencies
73,487
Author Associations
27,536
Publication Badges
