An NGS-based assay for accurate detection and quantification of immune gene expression in mouse tumor models

PLoS One. 2024 May 20;19(5):e0303171. doi: 10.1371/journal.pone.0303171. eCollection 2024.

Abstract

Tumor microenvironment (TME) is a complex dynamic system with many tumor-interacting components including tumor-infiltrating leukocytes (TILs), cancer associated fibroblasts, blood vessels, and other stromal constituents. It intrinsically affects tumor development and pharmacology of oncology therapeutics, particularly immune-oncology (IO) treatments. Accurate measurement of TME is therefore of great importance for understanding the tumor immunity, identifying IO treatment mechanisms, developing predictive biomarkers, and ultimately, improving the treatment of cancer. Here, we introduce a mouse-IO NGS-based (NGSmIO) assay for accurately detecting and quantifying the mRNA expression of 1080 TME related genes in mouse tumor models. The NGSmIO panel was shown to be superior to the commonly used microarray approach by hosting 300 more relevant genes to better characterize various lineage of immune cells, exhibits improved mRNA and protein expression correlation to flow cytometry, shows stronger correlation with mRNA expression than RNAseq with 10x higher sequencing depth, and demonstrates higher sensitivity in measuring low-expressed genes. We describe two studies; firstly, detecting the pharmacodynamic change of interferon-γ expression levels upon anti-PD-1: anti-CD4 combination treatment in MC38 and Hepa 1-6 tumors; and secondly, benchmarking baseline TILs in 14 syngeneic tumors using transcript level expression of lineage specific genes, which demonstrate effective and robust applications of the NGSmIO panel.

MeSH terms

  • Animals
  • Cell Line, Tumor
  • Disease Models, Animal
  • Female
  • Gene Expression Profiling / methods
  • Gene Expression Regulation, Neoplastic
  • High-Throughput Nucleotide Sequencing* / methods
  • Interferon-gamma / genetics
  • Interferon-gamma / metabolism
  • Lymphocytes, Tumor-Infiltrating / immunology
  • Lymphocytes, Tumor-Infiltrating / metabolism
  • Mice
  • Mice, Inbred C57BL
  • Neoplasms / genetics
  • Neoplasms / immunology
  • Programmed Cell Death 1 Receptor / genetics
  • Programmed Cell Death 1 Receptor / metabolism
  • RNA, Messenger / genetics
  • Tumor Microenvironment* / immunology

Substances

  • Pdcd1 protein, mouse

Grants and funding

The author(s) received no specific funding for this work.