scispace - formally typeset
Open AccessJournal ArticleDOI

Pan-cancer Immunogenomic Analyses Reveal Genotype-Immunophenotype Relationships and Predictors of Response to Checkpoint Blockade

Reads0
Chats0
TLDR
The immunophenoscore was a superior predictor of response to anti-cytotoxic T lymphocyte antigen-4 (CTLA-4) and anti-programmed cell death protein 1 (anti-PD-1) antibodies in two independent validation cohorts and may help inform cancer immunotherapy and facilitate the development of precision immuno-oncology.
About
This article is published in Cell Reports.The article was published on 2017-01-03 and is currently open access. It has received 2292 citations till now. The article focuses on the topics: Cancer immunotherapy & Immunotherapy.

read more

Citations
More filters
Journal ArticleDOI

The Immune Landscape of Cancer

TL;DR: An extensive immunogenomic analysis of more than 10,000 tumors comprising 33 diverse cancer types by utilizing data compiled by TCGA identifies six immune subtypes that encompass multiple cancer types and are hypothesized to define immune response patterns impacting prognosis.
Journal ArticleDOI

TIMER: A Web Server for Comprehensive Analysis of Tumor-Infiltrating Immune Cells

TL;DR: Tumor Immune Estimation Resource (TIMER) is presented to comprehensively investigate molecular characterization of tumor-immune interactions and provides a user-friendly web interface for dynamic analysis and visualization of these associations, which will be of broad utilities to cancer researchers.
Journal ArticleDOI

Signatures of T cell dysfunction and exclusion predict cancer immunotherapy response

TL;DR: An algorithm-selected gene signature focused on tumor immune evasion and suppression predicts response to immune checkpoint blockade in melanoma, exceeding the accuracy of current clinical biomarkers.
Journal ArticleDOI

xCell: digitally portraying the tissue cellular heterogeneity landscape

TL;DR: This work presents xCell, a novel gene signature-based method, and uses it to infer 64 immune and stromal cell types and shows that xCell outperforms other methods.
Journal ArticleDOI

The evolving landscape of biomarkers for checkpoint inhibitor immunotherapy

TL;DR: A better understanding of how these variables cooperate to affect tumour–host interactions is needed to optimize the implementation of precision immunotherapy.
References
More filters
Journal ArticleDOI

Random Forests

TL;DR: Internal estimates monitor error, strength, and correlation and these are used to show the response to increasing the number of features used in the forest, and are also applicable to regression.
Journal Article

Visualizing Data using t-SNE

TL;DR: A new technique called t-SNE that visualizes high-dimensional data by giving each datapoint a location in a two or three-dimensional map, a variation of Stochastic Neighbor Embedding that is much easier to optimize, and produces significantly better visualizations by reducing the tendency to crowd points together in the center of the map.
Journal ArticleDOI

Robust enumeration of cell subsets from tissue expression profiles

TL;DR: CIBERSORT outperformed other methods with respect to noise, unknown mixture content and closely related cell types when applied to enumeration of hematopoietic subsets in RNA mixtures from fresh, frozen and fixed tissues, including solid tumors.
Related Papers (5)