Go to The Journal of Clinical Investigation
  • About
  • Editors
  • Consulting Editors
  • For authors
  • Journal stats
  • Publication ethics
  • Publication alerts by email
  • Transfers
  • Advertising
  • Job board
  • Contact
  • Physician-Scientist Development
  • Current issue
  • Past issues
  • By specialty
    • COVID-19
    • Cardiology
    • Immunology
    • Metabolism
    • Nephrology
    • Oncology
    • Pulmonology
    • All ...
  • Videos
  • Collections
    • In-Press Preview
    • Resource and Technical Advances
    • Clinical Research and Public Health
    • Research Letters
    • Editorials
    • Perspectives
    • Physician-Scientist Development
    • Reviews
    • Top read articles

  • Current issue
  • Past issues
  • Specialties
  • In-Press Preview
  • Resource and Technical Advances
  • Clinical Research and Public Health
  • Research Letters
  • Editorials
  • Perspectives
  • Physician-Scientist Development
  • Reviews
  • Top read articles
  • About
  • Editors
  • Consulting Editors
  • For authors
  • Journal stats
  • Publication ethics
  • Publication alerts by email
  • Transfers
  • Advertising
  • Job board
  • Contact
Combination of PD-L1 and PVR determines sensitivity to PD-1 blockade
Bo Ryeong Lee, Sehyun Chae, Jihyun Moon, Myeong Joon Kim, Hankyu Lee, Hyuk Wan Ko, Byoung Chul Cho, Hyo Sup Shim, Daehee Hwang, Hye Ryun Kim, Sang-Jun Ha
Bo Ryeong Lee, Sehyun Chae, Jihyun Moon, Myeong Joon Kim, Hankyu Lee, Hyuk Wan Ko, Byoung Chul Cho, Hyo Sup Shim, Daehee Hwang, Hye Ryun Kim, Sang-Jun Ha
View: Text | PDF
Research Article Immunology Oncology

Combination of PD-L1 and PVR determines sensitivity to PD-1 blockade

  • Text
  • PDF
Abstract

Expression of immune checkpoint ligands (ICLs) is necessary to trigger the inhibitory signal via immune checkpoint receptors (ICRs) in exhausted T cells under tumor immune microenvironment. Nevertheless,to our knowledge, ICL expression profile in cancer patients has not been investigated. Using previously reported RNA-seq data sets, we found that expression of ICLs was patient specific but their coexpression can be patterned in non–small-cell lung cancers (NSCLCs). Since the expression of PD-L1 and poliovirus receptor (PVR) among various ICLs was independently regulated, we could stratify the patients who were treated with anti–PD-1 later into 4 groups according to the expression level of PD-L1 and PVR. Of interest, high PVR and low PVR expressions in PD-L1–expressing patients enriched nonresponders and responders to PD-1 blockade, respectively, helping in further selection of responders. Using a genetically engineered cancer model, we also found that PVR-deficient and PD-L1–sufficient tumor-bearing mice were highly sensitive to anti–PD-1 therapy, whereas PVR-sufficient and PD-L1–deficient tumor-bearing mice were resistant to anti–PD-1 therapy. Taken together, our study provides a concept that combinatorial expression patterns of PVR and PD-L1 are key determinants for PD-1 blockade and furthermore suggest a better therapeutic usage of immune checkpoint blockades (ICBs).

Authors

Bo Ryeong Lee, Sehyun Chae, Jihyun Moon, Myeong Joon Kim, Hankyu Lee, Hyuk Wan Ko, Byoung Chul Cho, Hyo Sup Shim, Daehee Hwang, Hye Ryun Kim, Sang-Jun Ha

×

Figure 1

PVR is expressed independently of PD-L1.

Options: View larger image (or click on image) Download as PowerPoint
PVR is expressed independently of PD-L1.
(A and B) Correlation analysis ...
(A and B) Correlation analysis of expression levels of 27 ICLs (A) and 14 ICRs (B) in lung adenocarcinoma from TCGA database. The heatmap shows Spearman’s correlation coefficients for all pairs of ICLs. The dendrogram shows the result from hierarchical clustering of the ICLs based on the correlation coefficients using Euclidean distance as a dissimilarity measure and single linkage method. Red and blue branches in the dendrogram represent the PD-L1 (CD274, red box) and PVR (blue box) clusters, respectively. (C) Gene expression patterns of the ICLs in 4 patient groups (CD274hi/PVRlo, CD274lo/PVRlo, CD274hi/PVRhi, and CD274lo/PVRhi) in the TCGA-LUAD data set. Red and blue colors represent increased and decreased expression levels of each ICL, respectively, with respect to its median expression level. The color bar denotes the gradient of log2 fold-changes of expression levels in individual samples with respect to its median expression level. (D) Kaplan–Meier survival analysis of 2 patient groups with high (blue) and low (red) expression levels of CD274 (left) or PVR (right), respectively. **P < 0.01 according to the Wilcoxon test. Multivariate survival analysis of 4 patient groups - CD274hi/PVRlo (green), CD274lo/PVRlo (purple), CD274hi/PVRhi (blue) and CD274lo/PVRhi (red). **P < 0.01 and ***P < 0.001 by Multivariate Wilcoxon with multiple comparison test. (E) Correlation patterns of 27 ICLs in 3 TCGA major cancers, lung squamous cell carcinoma (left), head and neck cancer (middle), and ovarian cancer (right).

Copyright © 2026 American Society for Clinical Investigation
ISSN 2379-3708

Sign up for email alerts