To the editor,
Anti-PD-1/PD-L1 immunotherapy has demonstrated significant efficacy and promising by activating the body's inherent cytotoxic T cell function [1]. The 5-year OS increased from 11.3% to 19.4% in patients receiving pembrolizumab plus pemetrexed-platinum treatment compared to chemotherapy alone [1]. However, its effectiveness is limited due to the heterogeneity and complexity of the tumor microenvironment, not all patients benefit from this therapeutic approach. Therefore, a comprehensive exploration of the mechanisms underlying immune suppression holds great significance in prognosis for NSCLC patients.
In the proposed third edition of the cancer hallmark in 2022, cellular senescence has been newly recognized as significant hallmarks of tumors. Senescent cells are characterized by their transient cell cycle arrest, pronounced metabolic activity, and anti-apoptotic characteristics. Notably, the metabolic activity of senescent cells represents their secretion of an array of cytokines, chemokines, growth factors, secreted proteases, and insoluble proteins collectively, name as the senescence-associated secretory phenotype (SASP). SASP has been implicated in inducing inflammation and contributing to tumor immunosuppression, thereby promoting tumor progression [2]. In our study, we found senescent cells increased within NSCLC tissues, predominantly comprising of senescent cancer-associated fibroblasts (CAFs). Consequently, this study focuses on exploring the impact of CAFs senescence on tumor immunity in lung adenocarcinoma (Additional file 1).
Result
The proportion of senescence cell in lung adenocarcinoma tissues increased
We collected 6 lung adenocarcinoma (LUAD, TNM staging IIIA-IIIB) and normal adjacent tissues in Lung Cancer Center of West China Hospital for SA-β-gal staining to assess tissue senescence (Additional file 2: Table S1). The results revealed the proportion of senescent cells increased in tumor compared to a normal adjacent tissue. (Fig. 1A). Additionally, we collected 4 pairs of lung adenocarcinoma (LUAD, TNM stage IIIA-IIIB) and paracarcinoma samples for measuring fluorescence-labeled β-galactosidase (β-gal) expression using flow cytometry (Additional file 2: Table S1). Consistent with the staining results, a higher percentage of senescent cells was founed in tumor compared to para-cancerous tissues (Fig. 1B).
Fig. 1.
Senescent CAF increased in tumor tissue. A Comparison of senescence associated β-galactosidase staining (SA-β-gal staining) was conducted between the tumor tissue and pericancerous tissue. Positive SA-β-gal staining appeared as blue in the tissue. B The cell senescence in the tumor tissue and pericarcinoma tissue was analyzed using flow cytometry. C UMAP visualization was employed to depict the composition of cell types in lung adenocarcinoma tissue (tLung) and paracancer tissue (nLung). D UMAP visualization illustrated the distribution of senescent cancer-associated fibroblasts (CAFs) in lung adenocarcinoma and paracancer tissues
The proportion of CAFs in lung adenocarcinoma tissues increased
In order to assess the senescence score of distinct cell subsets in tumor, we integrated two independent single-cell sequencing datasets of lung cancer (GSE123902 and GSE131907), encompassing a total of 28 patients, to calculate senescence score. The findings demonstrated a significantly higher proportion of aged CAFs in lung adenocarcinoma compared to paracancerous tissue (Fig. 1C, D) (P = 0.023).
Senescent CAFs facilitate the recruitment of neutrophils
Furthermore, we performed transcriptome sequencing using senescent or non-senescent CAFs. Gene set enrichment analysis (GSEA) revealed that neutrophil chemoattractant pathway was predominantly enriched in senescent CAFs (Fig. 2C). This suggests a possible association between senescent CAFs and enhanced recruitment of neutrophils. To validate these findings, senescent cancer-associated fibroblasts (S-CAFs) were co-cultured with human peripheral blood neutrophils using a Transwell chamber system. Neutrophils were placed in the upper chamber while senescent CAFs were positioned in the lower chamber. The results showed that S-CAFs significantly facilitated neutrophil migration (Fig. 2D). Similarly, we found tumor-associated neutrophil recruitment increased in tumor microenvironment in tumor-transplanted mice (S-MF group), while T lymphocyte infiltration was reduced (Fig. 2F).
Fig. 2.
Senescent CAFs in tumor increased neutrophil recruitment and inhibited T cell infiltration. A Primary CAFs extracted from lung adenocarcinoma tissue and were identified by cellular immunofluorescence assay (n = 3). α-SMA (red), Vimentin (green), Pan-CK (yellow). B H2O2 was used to construct senescent CAFs in vivo. C GSEA of senescent and non-senescent CAFs. D Transwell migration assay was used to observe the migration of neutrophils. E Flow chart of senescent transplanted tumor model. F The proportion of neutrophil and the proportion of T-cell infiltration in the transplanted tumor were detected by flow cytometry
Discussion and conclusion
CAFs represent a crucial mesenchymal constituent in tumor microenvironment. Numerous investigations have documented the ability of CAFs to impede infiltration of immune cells into tumor and exert pro-tumor effects. Consequently, several drugs targeting CAF have been developed. However, their efficacy remains uncertain (NCT04467723) [3]. In recent years, the advent of single-cell sequencing has enabled researchers to further categorize CAFs into distinct subgroups. Our study using scRNA-seq data found senescent CAFs increased in lung adenocarcinoma cohort, which was closely associated with augmented tumor associated neutrophil and diminished T cell. It has been reported neutrophils are capable of releasing reactive oxygen species (ROS) and microRNA-containing particles to induce DNA damage and genetic instability in tumor, thereby accelerating carcinogenesis. Importantly, the release of neutrophil extracellular traps (NETs) under stimulation signals such as IL-8, phorbolol, lipopolysaccharide, etc., formed by citrullination and chromatin deagglutination of histone H3 within the nucleus, contributes to tumor proliferation [4]. Additionally, Alvaro Teijeira's team discovered that NETs interfered with the contact between cytotoxic T cells/NK cells and tumor cells, inhibiting immune cell-mediated killing effects. Removal of NETs from the tumor microenvironment improved the efficacy of immune checkpoint inhibitors [5]. Therefore, we speculate that, the phenomenon in our study that senescent CAFs promoting neutrophil recruitment and thereby inhibiting T cell-induced immunosuppression may also be related to NETs formation; we will further study it in the future.The methods section is elaborated in Additional file 1: Methods.
Supplementary Information
Additional file 2: Table S1. Clinicopathological characteristics of patients.
Acknowledgements
We would like to thank National Youth Science Foundation of China(31301141); China Postdoctoral Science Foundation (2023M742488); Sichuan Provincial Natural Science Fund (24NSFSC6690); Postdoctoral Fund of West China Hospital (NO:2023HXBH004); “From 0 to 1” innovative research project of Sichuang University (2023SCUH0031).
Abbreviations
- NSCLC
Non-small cell lung cancer
- SASPs
Senescence-associated secreted phenotype
- CAFs
Cancer-associated fibroblasts
- GSEA
Gene set enrichment analysis
- NETs
Neutrophil extracellular traps
- S-CAFs
Senescent CAFs
- LUAD
Lung adenocarcinoma
- scRNA-seq
Single-cell RNA sequencing
Author contributions
JL, XZ, DL, YL, YL, XQ, QZ designed this study. YL offered crucial assistance in the field of single cell data analysis. YL provided invaluable clinical resource support, greatly enhancing the quality of this study. XZ conducted all assays, XZ and DL wrote the manuscript together. XQ provided the assistance during the process of writing manuscript. All authors read and approved the final manuscript.
Funding
This study received partial financial support from the National Youth Science Foundation of China(31301141), the China Postdoctoral Science Foundation (2023M742488), the Sichuan Provincial Natural Science Fund (24NSFSC6690), the Postdoctoral Fund of West China Hospital (No: 2023HXBH004), and the "From 0 to 1" innovative research project of Sichuang University (2023SCUH0031).
Availability of data and materials
The datasets used and/or analyzed during the current study are available from the corresponding author upon reasonable request.
Declarations
Ethics approval and consent to participate
This study adhered to the Helsinki Declaration of the World Medical Association. Biomedical Ethics Committee of West China Hospital, Sichuan University officially approved the study which can be extracted from the Chinese Clinical Trials Registry (ChiCTR2100052715). The Informed written consent was obtained from each patient before enrolment. The clinicopathological information was collected, then patient identifiers were removed.
Consent for publication
All authors have agreed to publish this manuscript.
Competing interests
These authors declare no competing interest.
Footnotes
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Dongqi Lin and Xiaoqian Zhai contributed equally to this work.
Contributor Information
Yanyang Liu, Email: lyy3346@126.com.
Yiyun Lin, Email: yiyun.lin@uth.tmc.edu.
Jiewei Liu, Email: jerry_ljw@163.com.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Additional file 2: Table S1. Clinicopathological characteristics of patients.
Data Availability Statement
The datasets used and/or analyzed during the current study are available from the corresponding author upon reasonable request.


