RDL logo
About
Aims and ScopeAdvisory Board Members
More
Who We Are?
User Guide
​
​
Sign inGet started
​
​

About
Aims and ScopeAdvisory Board Members
More
Who We Are?
User Guide

Sign inGet started
RDL logo

Verified research datasets. Instant access. Built for collaboration.

Navigation

About

Aims and Scope

Advisory Board Members

More

Who We Are?

Add Raw Data

User Guide

Legal

Privacy Policy

Terms of Service

Support

Got an issue? Email us directly.

Email: info@rawdatalibrary.netOpen Mail App
​
​

© 2025 Raw Data Library. All rights reserved.
PrivacyTerms
  1. Raw Data Library
  2. /
  3. Publications
  4. /
  5. Association between PD1 mRNA and response to anti-PD1 monotherapy across multiple cancer types

Verified authors • Institutional access • DOI aware
50,000+ researchers120,000+ datasets90% satisfaction
Article
English
2018

Association between PD1 mRNA and response to anti-PD1 monotherapy across multiple cancer types

0 Datasets

0 Files

English
2018
Annals of Oncology
Vol 29 (10)
DOI: 10.1093/annonc/mdy335

Get instant academic access to this publication’s datasets.

Create free accountHow it works

Frequently asked questions

Is access really free for academics and students?

Yes. After verification, you can browse and download datasets at no cost. Some premium assets may require author approval.

How is my data protected?

Files are stored on encrypted storage. Access is restricted to verified users and all downloads are logged.

Can I request additional materials?

Yes, message the author after sign-up to request supplementary files or replication code.

Advance your research today

Join 50,000+ researchers worldwide. Get instant access to peer-reviewed datasets, advanced analytics, and global collaboration tools.

Get free academic accessLearn more
✓ Immediate verification • ✓ Free institutional access • ✓ Global collaboration
Access Research Data

Join our academic network to download verified datasets and collaborate with researchers worldwide.

Get Free Access
Institutional SSO
Secure
This PDF is not available in different languages.
No localized PDFs are currently available.
Josep M. Llovet
Josep M. Llovet

Translational Research In Hepatic Oncology

Verified
Laia Paré
Tomás Pascual
Elia Seguí
+30 more

Abstract

BackgroundWe hypothesized that the abundance of PD1 mRNA in tumor samples might explain the differences in overall response rates (ORR) observed following anti-PD1 monotherapy across cancer types.Patients and methodsRNASeqv2 data from 10078 tumor samples representing 34 different cancer types was analyzed from TCGA. Eighteen immune-related gene signatures and 547 immune-related genes, including PD1, were explored. Correlations between each gene/signature and ORRs reported in the literature following anti-PD1 monotherapy were calculated. To translate the in silico findings to the clinical setting, we analyzed the expression of PD1 mRNA using the nCounter platform in 773 formalin-fixed paraffin embedded (FFPE) tumor samples across 17 cancer types. To test the direct relationship between PD1 mRNA, PDL1 immunohistochemistry (IHC), stromal tumor-infiltrating lymphocytes (sTILs) and ORR, we evaluated an independent FFPE-based dataset of 117 patients with advanced disease treated with anti-PD1 monotherapy.ResultsIn pan-cancer TCGA, PD1 mRNA expression was found strongly correlated (r > 0.80) with CD8 T-cell genes and signatures and the proportion of PD1 mRNA-high tumors (80th percentile) within a given cancer type was variable (0%–84%). Strikingly, the PD1-high proportions across cancer types were found strongly correlated (r = 0.91) with the ORR following anti-PD1 monotherapy reported in the literature. Lower correlations were found with other immune-related genes/signatures, including PDL1. Using the same population-based cutoff (80th percentile), similar proportions of PD1-high disease in a given cancer type were identified in our in-house 773 tumor dataset as compared with TCGA. Finally, the pre-established PD1 mRNA FFPE-based cutoff was found significantly associated with anti-PD1 response in 117 patients with advanced disease (PD1-high 51.5%, PD1-intermediate 26.6% and PD1-low 15.0%; odds ratio between PD1-high and PD1-intermediate/low = 8.31; P < 0.001). In this same dataset, PDL1 tumor expression by IHC or percentage of sTILs was not found associated with response.ConclusionsOur study provides a clinically applicable assay that links PD1 mRNA abundance, activated CD8 T-cells and anti-PD1 efficacy.

How to cite this publication

Laia Paré, Tomás Pascual, Elia Seguí, Cristina Teixidó, María González‐Cao, Patricia Galván, A. Rodríguez, Blanca González‐Farré, Míriam Cuatrecasas, Estela Pineda, Aureli Torné, Guillermo Crespo, Salvador Martín‐Algarra, Elisabeth Pérez-Ruíz, Òscar Reig, Margarita Viladot, Carme Font, Bárbara Adamo, María Vidal, Lydia Gaba, Montserrat Muñoz, Iván Victoria, Guillermo Mora Ruiz, Núria Viñolas, Begoña Mellado, Joan Maurel, Javier García-Corbacho, Miguel Ángel Molina‐Vila, Manel Juan, Josep M. Llovet, Noemı́ Reguart, Ana Arance, Aleix Prat (2018). Association between PD1 mRNA and response to anti-PD1 monotherapy across multiple cancer types. Annals of Oncology, 29(10), pp. 2121-2128, DOI: 10.1093/annonc/mdy335.

Related publications

Why join Raw Data Library?

Quality

Datasets shared by verified academics with rich metadata and previews.

Control

Authors choose access levels; downloads are logged for transparency.

Free for Academia

Students and faculty get instant access after verification.

Publication Details

Type

Article

Year

2018

Authors

33

Datasets

0

Total Files

0

Language

English

Journal

Annals of Oncology

DOI

10.1093/annonc/mdy335

Join Research Community

Access datasets from 50,000+ researchers worldwide with institutional verification.

Get Free Access