Related Experiment Video
Updated: Jul 12, 2025

Analysis of Human T Cell Activity in an Allogeneic Co-Culture Setting of Pre-Treated Tumor Cells
Published on: March 7, 2025
Divergent tumor and immune cell reprogramming underlying immunotherapy response and immune-related adverse events in
Minjiang Chen1, Pengfei Ma2, Yongchang Zhang3
1Department of Respiratory and Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
Background:
Lung squamous cell carcinoma (LUSC) remains a leading cause of cancer-related deaths with few therapeutic strategies. Immune checkpoint inhibitors (ICIs) have demonstrated promising efficacy in patients with LUSC. However, ICIs could also lead to a unique spectrum of immune-related adverse events (irAEs), which dampen the clinical outcome. In-depth characterization of the immune hallmarks of antitumor responses and irAEs remains an unmet need to maximize ICI-treatment benefits of patients.
Methods:
We performed single-cell RNA sequencing (scRNA-seq) on pre-ICI and on-ICI treatment tumor biopsies. We used bulk RNA-seq data of matched pretreatment/on-treatment tumors and irAE affected organs to validate observations from scRNA-seq analysis. Two independent patient cohorts were collected to determine circulating tumor necrosis factor (TNF) protein expression levels.
Results:
We found that increased proportions of a macrophage subcluster with highly expressed secreted phosphoprotein 1 (SPP1) and two tumor cell subclusters in irAE patients, whereas proportions of two cytotoxic CD8+ T cell subclusters were higher in patients with partial response (PR). TNF signaling pathway was conversely associated with treatment efficacy and irAE development in most macrophage and tumor cell subclusters. Cell-cell communications for TNF ligand-receptor pairs between macrophage/T cells and tumor cells were also bidirectionally remodeled in responders versus non-responders and irAE versus non-irAE patients. Bulk RNA-seq analysis on matched pretreatment/on-treatment tumors and irAE affected organs revealed remarkably enhanced macrophage abundance and TNF signaling pathway in on-treatment tumors and organs developed irAEs. Furthermore, we observed significantly increased circulating TNF protein in plasma or serum of irAE patients but not ICI responders, based on analysis of two independent LUSC patient cohorts and one published ICI patient cohort.
Conclusions:
Our data depicts specific reprogramming of macrophage, T cells and tumor cells associated with ICI response and irAEs, elucidates divergent roles of TNF signaling in antitumor immunity and irAEs, and highlights the significance of TNF expression in irAE development in the LUSC setting.
Insights
Immune checkpoint inhibitors (ICIs) show promise for lung squamous cell carcinoma (LUSC), but immune-related adverse events (irAEs) can occur. This study reveals specific immune cell changes and TNF signaling alterations linked to both treatment response and irAEs in LUSC patients.
Area of Science:
- Immunology
- Oncology
- Genomics
Background:
- Lung squamous cell carcinoma (LUSC) has limited therapeutic options.
- Immune checkpoint inhibitors (ICIs) offer efficacy but can cause immune-related adverse events (irAEs).
- Understanding immune responses and irAEs is crucial for optimizing ICI therapy in LUSC.
Purpose of the Study:
- To characterize the immune hallmarks associated with ICI treatment response and irAEs in LUSC.
- To elucidate the role of TNF signaling in antitumor immunity and irAE development.
Main Methods:
- Single-cell RNA sequencing (scRNA-seq) of tumor biopsies before and during ICI treatment.
- Bulk RNA sequencing of matched tumors and affected organs.
- Analysis of circulating TNF protein levels in independent patient cohorts.
Main Results:
- Distinct macrophage, T cell, and tumor cell subclusters were associated with ICI response and irAEs.
- TNF signaling pathway showed divergent roles in antitumor immunity and irAEs.
- Increased circulating TNF protein levels were observed in irAE patients but not ICI responders.
Conclusions:
- Specific immune cell reprogramming and TNF signaling dynamics are linked to ICI response and irAEs in LUSC.
- TNF expression is significant in irAE development in the LUSC setting.
- These findings may help maximize ICI benefits and manage irAEs in LUSC patients.
More Related Videos
Related Concept Videos
Tumor Immunotherapy
Cancer Stem Cells and Tumor Maintenance
Cancer stem cells are thought to originate from tissue-specific normal stem cells or progenitor cells. The normal stem cells usually reside in...

